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.