Triple

T3657484
Position Surface form Disambiguated ID Type / Status
Subject Marien Ngouabi University E77566 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Letters and Human Sciences
The Faculty of Letters and Human Sciences is an academic division of Marien Ngouabi University dedicated to teaching and research in the humanities and social sciences.
 E377287 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Faculty of Letters and Human Sciences | Statement: [Marien Ngouabi University, hasFaculty, Faculty of Letters and Human Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Letters and Human Sciences
Context triple: [Marien Ngouabi University, hasFaculty, Faculty of Letters and Human Sciences]
  • A. Faculty of Letters and Human Sciences
    The Faculty of Letters and Human Sciences is a humanities-focused academic division of the National University of San Marcos, dedicated to disciplines such as literature, linguistics, philosophy, and related human sciences.
  • B. Faculty of Letters and Human Sciences
    The Faculty of Letters and Human Sciences is an academic division specializing in humanities and social sciences within the University of Reims Champagne-Ardenne in France.
  • C. Faculty of Literature and Human Sciences
    The Faculty of Literature and Human Sciences is an academic division of Shahid Beheshti University specializing in humanities disciplines such as language, literature, history, and social sciences.
  • D. Faculty of Letters
    The Faculty of Letters at Ankara University is a humanities-focused academic unit offering programs and research in fields such as language, literature, history, and cultural studies.
  • E. Faculty of Letters
    The Faculty of Letters at Keio University is a humanities-focused academic division offering programs in fields such as literature, philosophy, history, and related cultural studies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Faculty of Letters and Human Sciences
Triple: [Marien Ngouabi University, hasFaculty, Faculty of Letters and Human Sciences]
Generated description
The Faculty of Letters and Human Sciences is an academic division of Marien Ngouabi University dedicated to teaching and research in the humanities and social sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Faculty of Letters and Human Sciences
Target entity description: The Faculty of Letters and Human Sciences is an academic division of Marien Ngouabi University dedicated to teaching and research in the humanities and social sciences.
  • A. Faculty of Letters and Human Sciences
    The Faculty of Letters and Human Sciences is a humanities-focused academic division of the National University of San Marcos, dedicated to disciplines such as literature, linguistics, philosophy, and related human sciences.
  • B. Faculty of Letters and Human Sciences
    The Faculty of Letters and Human Sciences is an academic division specializing in humanities and social sciences within the University of Reims Champagne-Ardenne in France.
  • C. Faculty of Literature and Human Sciences
    The Faculty of Literature and Human Sciences is an academic division of Shahid Beheshti University specializing in humanities disciplines such as language, literature, history, and social sciences.
  • D. Faculty of Letters
    The Faculty of Letters at Keio University is a humanities-focused academic division offering programs in fields such as literature, philosophy, history, and related cultural studies.
  • E. Faculty of Letters
    The Faculty of Letters at Kokugakuin University is an academic division focused on humanities disciplines such as literature, language, history, and related cultural studies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d36c1c8190920397a75de4c47d completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4884071c881909daae2f3c510d399 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48ce33a208190bd7cf894a11497a1 completed March 13, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69b4aed7f4008190b5adbf3a89f4b5bd completed March 14, 2026, 12:42 a.m.
Created at: March 8, 2026, 3:24 p.m.