Triple

T6587486
Position Surface form Disambiguated ID Type / Status
Subject Trinity College, Washington, D.C. E159261 entity
Predicate notableAlumnus P304 FINISHED
Object Margaret Heckler
Margaret Heckler was an American politician and diplomat who served as a U.S. Representative from Massachusetts, Secretary of Health and Human Services, and later as U.S. Ambassador to Ireland.
E603323 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: Margaret Heckler | Statement: [Trinity College, Washington, D.C., notableAlumnus, Margaret Heckler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Heckler
Context triple: [Trinity College, Washington, D.C., notableAlumnus, Margaret Heckler]
  • A. Donna E. Shalala
    Donna E. Shalala is an American academic and public servant best known for serving as U.S. Secretary of Health and Human Services and as president of the University of Miami.
  • B. Jacqui Rice
    Jacqui Rice is a music industry figure best known as a co-founder of the influential independent label Domino Recording Company.
  • C. Carol Browner
    Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
  • D. Madeleine Albright
    Madeleine Albright was the first female U.S. Secretary of State, known for her influential role in American foreign policy during the Clinton administration.
  • E. Ellen Tauscher
    Ellen Tauscher was an American Democratic politician and former U.S. Representative from California who later served in senior national security and arms control roles in the Obama administration.
  • 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: Margaret Heckler
Triple: [Trinity College, Washington, D.C., notableAlumnus, Margaret Heckler]
Generated description
Margaret Heckler was an American politician and diplomat who served as a U.S. Representative from Massachusetts, Secretary of Health and Human Services, and later as U.S. Ambassador to Ireland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Heckler
Target entity description: Margaret Heckler was an American politician and diplomat who served as a U.S. Representative from Massachusetts, Secretary of Health and Human Services, and later as U.S. Ambassador to Ireland.
  • A. Donna E. Shalala
    Donna E. Shalala is an American academic and public servant best known for serving as U.S. Secretary of Health and Human Services and as president of the University of Miami.
  • B. Jacqui Rice
    Jacqui Rice is a music industry figure best known as a co-founder of the influential independent label Domino Recording Company.
  • C. Carol Browner
    Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
  • D. Madeleine Albright
    Madeleine Albright was the first female U.S. Secretary of State, known for her influential role in American foreign policy during the Clinton administration.
  • E. Ellen Tauscher
    Ellen Tauscher was an American Democratic politician and former U.S. Representative from California who later served in senior national security and arms control roles in the Obama administration.
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeafd2848190bb51e3ea9711c803 completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5794f388190a04f4f9c9e628f22 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d677a74881908e174a6f6c7a5497 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8486534819080b75cad9cc32276 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:55 p.m.