Triple
T3445060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Michigan Law School |
E72655
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Ann Coulter
Ann Coulter is a conservative American political commentator, author, and lawyer known for her provocative and often controversial commentary on U.S. politics and culture.
|
E359946
|
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: Ann Coulter | Statement: [University of Michigan Law School, hasAlumni, Ann Coulter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ann Coulter Context triple: [University of Michigan Law School, hasAlumni, Ann Coulter]
-
A.
Laura Ingraham
Laura Ingraham is a conservative American television and radio host, author, and political commentator best known for her primetime show on Fox News.
-
B.
Margaret Hoover
Margaret Hoover is an American political commentator, author, and television host best known for hosting PBS’s "Firing Line" and for her work as a Republican strategist.
-
C.
Bill O’Reilly
Bill O’Reilly is an American conservative political commentator, author, and former long-time host of the Fox News program "The O’Reilly Factor."
-
D.
Maureen Dowd
Maureen Dowd is an American columnist and author best known for her sharp, often satirical political commentary in The New York Times.
-
E.
Sean Hannity
Sean Hannity is a conservative American television and radio host best known for his long-running prime-time show on Fox News.
- 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: Ann Coulter Triple: [University of Michigan Law School, hasAlumni, Ann Coulter]
Generated description
Ann Coulter is a conservative American political commentator, author, and lawyer known for her provocative and often controversial commentary on U.S. politics and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ann Coulter Target entity description: Ann Coulter is a conservative American political commentator, author, and lawyer known for her provocative and often controversial commentary on U.S. politics and culture.
-
A.
Laura Ingraham
Laura Ingraham is a conservative American television and radio host, author, and political commentator best known for her primetime show on Fox News.
-
B.
Margaret Hoover
Margaret Hoover is an American political commentator, author, and television host best known for hosting PBS’s "Firing Line" and for her work as a Republican strategist.
-
C.
Bill O’Reilly
Bill O’Reilly is an American conservative political commentator, author, and former long-time host of the Fox News program "The O’Reilly Factor."
-
D.
Maureen Dowd
Maureen Dowd is an American columnist and author best known for her sharp, often satirical political commentary in The New York Times.
-
E.
Sean Hannity
Sean Hannity is a conservative American television and radio host best known for his long-running prime-time show on Fox News.
- 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_69ad85b05c848190b7a28ceec2bd7b74 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adba2b93dc819094e9cca1a5d9540a |
completed | March 8, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360deda448190a63a39688be2dbfb |
completed | March 13, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b3618726b08190905a2c93335eede2 |
completed | March 13, 2026, 12:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b362586a008190b0d54e5cb38845e3 |
completed | March 13, 2026, 1:03 a.m. |
Created at: March 8, 2026, 3:16 p.m.