Triple

T14926552
Position Surface form Disambiguated ID Type / Status
Subject Department of African Cultural Studies (University of Wisconsin–Madison) E371646 entity
Predicate formerName P65 FINISHED
Object Department of African Languages and Literature
The Department of African Languages and Literature was the former name of the University of Wisconsin–Madison’s academic unit dedicated to the study of African languages, literatures, and related cultural expressions.
E1127252 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: Department of African Languages and Literature | Statement: [Department of African Cultural Studies (University of Wisconsin–Madison), formerName, Department of African Languages and Literature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of African Languages and Literature
Context triple: [Department of African Cultural Studies (University of Wisconsin–Madison), formerName, Department of African Languages and Literature]
  • A. Department of Language and Literature
    The Department of Language and Literature is a scholarly division of the Serbian Academy of Sciences and Arts dedicated to research, preservation, and advancement of Serbian and other languages and their literary traditions.
  • B. Department of Linguistic and Literary Sciences
    The Department of Linguistic and Literary Sciences is a scholarly unit within the Macedonian Academy of Sciences and Arts dedicated to research and advancement in language, linguistics, and literary studies.
  • C. Department of Languages and Cultures
    The Department of Languages and Cultures is an academic unit at Lancaster University specializing in the study and teaching of multiple world languages, their literatures, and associated cultural contexts.
  • D. Department of Languages, Literatures & Linguistics
    The Department of Languages, Literatures & Linguistics is an academic unit that focuses on the study and teaching of languages, their literary traditions, and the scientific analysis of language structure and use.
  • E. Department of Modern Languages and Literatures
    The Department of Modern Languages and Literatures is an academic unit that offers instruction and research in contemporary world languages, literatures, and cultures.
  • 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: Department of African Languages and Literature
Triple: [Department of African Cultural Studies (University of Wisconsin–Madison), formerName, Department of African Languages and Literature]
Generated description
The Department of African Languages and Literature was the former name of the University of Wisconsin–Madison’s academic unit dedicated to the study of African languages, literatures, and related cultural expressions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of African Languages and Literature
Target entity description: The Department of African Languages and Literature was the former name of the University of Wisconsin–Madison’s academic unit dedicated to the study of African languages, literatures, and related cultural expressions.
  • A. Department of Language and Literature
    The Department of Language and Literature is a scholarly division of the Serbian Academy of Sciences and Arts dedicated to research, preservation, and advancement of Serbian and other languages and their literary traditions.
  • B. Department of Linguistic and Literary Sciences
    The Department of Linguistic and Literary Sciences is a scholarly unit within the Macedonian Academy of Sciences and Arts dedicated to research and advancement in language, linguistics, and literary studies.
  • C. Department of Languages and Cultures
    The Department of Languages and Cultures is an academic unit at Lancaster University specializing in the study and teaching of multiple world languages, their literatures, and associated cultural contexts.
  • D. Department of Languages, Literatures & Linguistics
    The Department of Languages, Literatures & Linguistics is an academic unit that focuses on the study and teaching of languages, their literary traditions, and the scientific analysis of language structure and use.
  • E. Department of Modern Languages and Literatures
    The Department of Modern Languages and Literatures is an academic unit that offers instruction and research in contemporary world languages, literatures, and cultures.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded633da0c8190b39f606212e48e71 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72c4f9c481909642efccb29f71d4 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe744b9c048190ae2a64da53d8ffac completed May 8, 2026, 11:39 p.m.
NED2 Entity disambiguation (via description) batch_69fe74d510808190a2379a2380fc327e completed May 8, 2026, 11:42 p.m.
Created at: April 10, 2026, 2:35 a.m.