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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...