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PHILIA OS SC_Phase3 · 116th DOI Results Report v1.9: PHILIA Knowledge Graph Probe — Full-Corpus Wikipedia Evidence Harvest (57-Item Registered Exploratory Run)

This document presents the 117th DOI results report of the PHILIA OS research series (Trinity AI Research Team, Konyang University). It reports the registered exploratory study results applying the PHILIA Knowledge Graph (KG) Probe pipeline (v3.7, SHA: c99d9d6a) to the full 57-it...

PHILIA Knowledge Graph Probe — Full-Corpus Wikipedia Evidence Harvest: 57-Item Exploratory Pre-registration (116th DOI)

This registered exploratory pre-registration documents the design and declared observation items for a full-corpus (57-item) Wikipedia evidence harvesting run using the PHILIA KG Probe pipeline. The pipeline was validated on a 5-item pilot (2026-09-17–19) and generates structured...

PHILIA Knowledge Graph Probe — Full-Corpus Wikipedia Evidence Harvest: 57-Item Exploratory Pre-registration (116th DOI)

This registered exploratory pre-registration documents the design and declared observation items for a full-corpus (57-item) Wikipedia evidence harvesting run using the PHILIA KG Probe pipeline. The pipeline was validated on a 5-item pilot (2026-09-17–19) and generates structured...

PHILIA OS Phase 2 · 115th DOI Results Report: TextAnalyzer CH7-V5 — Structured Claim Representation and LIVE Evidence Acquisition from Base and False Claims (A/D Arm Independent Registered Exploratory Study)

This report presents the 115th DOI of the PHILIA OS research series (Trinity AI Research Team, Konyang University), corresponding to the results of the 114th registered exploratory study (pre-registration: 10.5281/zenodo.22640355). The study applies the frozen GapH3-architecture...

PHILIA OS Phase 2 — 114th DOI Pre-registration: Structured Claim Representation and LIVE Evidence Acquisition from Base and False Claims (A/D Arm Independent Exploratory Study)

This record contains the pre-registration document for the 114th DOI of the PHILIA OS research series (Trinity AI Research Team, Konyang University). This is a registered exploratory study applying the GapH3-architecture Gap Report gate to the 57-item CH7 corpus under LIVE Wikipe...

PHILIA OS Phase 2 · 113th DOI Results Report: TextAnalyzer CH7-V5 — Evidence Retrieval with Dual-Pool Fetch, CPU Anchor, and Decidability Basis Labeling, 57-Item Full Corpus Confirmatory Study (Confirmatory, ESTABLISHED)

DescriptionThis record contains the 113th DOI Results Report of the PHILIA OS research series (Trinity AI Research Team, Konyang University). CH7-V5 is a Wikipedia-based evidence retrieval pipeline that fetches factual information to support or refute LLM-generated claims, even w...

PHILIA OS Phase 2 · 110th DOI Pre-registration: TextAnalyzer CH7-v30 — Gap-guided Residual Rescoring on Full 57-Item Corpus (Confirmatory)

This record contains the 110th DOI pre-registration of the PHILIA OS research series (Trinity AI Research Team, Konyang University). CH7 is an evidence retrieval pipeline that fetches factual information from Wikipedia to anchor LLM responses, aiming to retrieve correct facts eve...

PHILIA OS Phase 2 · 109th DOI Results Report: TextAnalyzer CH7-v20 — SVO Claim-Slot Zeroing for Intra-Document Factual Locus Selection (Exploratory Study)

This record contains the 109th DOI Results Report of the PHILIA OS research series (Trinity AI Research Team, Konyang University), reporting the exploratory study results of PHILIA TextAnalyzer CH7-v20. CH7 is an evidence retrieval pipeline that fetches factual information from W...

PHILIA TextAnalyzer CH7-v12 — Observational Pre-registration: Wikipedia Three-Segment Evidence Collection and LLM Reasoning Observation (106th DOI)

This document is the pre-registration for the 106th DOI of the PHILIA OS research series (Trinity AI Research Team, Konyang University). It registers an observational study (NOT confirmatory) investigating whether Wikipedia three-segment evidence collection (front / middle / rear...

PHILIA OS Phase 2 · 105th DOI Results Report: TextAnalyzer CH7 — Local LLM-Based External Factual Alignment Instrument (Main Run v1.1, NOT_ESTABLISHED)

This record contains the results report for the PHILIA OS Phase 2 104th pre-registered study (TextAnalyzer CH7), registered here as the 105th Zenodo DOI. The study examined whether a local LLM-based external factual alignment instrument can be established using a 4-arm evidence m...

PHILIA OS Phase 2 · 105th DOI Results Report: TextAnalyzer CH7 — Local LLM-Based External Factual Alignment Instrument (Main Run v1.1, NOT_ESTABLISHED)

This record contains the results report for the PHILIA OS Phase 2 104th pre-registered study (TextAnalyzer CH7), registered here as the 105th Zenodo DOI. The study examined whether a local LLM-based external factual alignment instrument can be established using a 4-arm evidence m...