Triple
T2295677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Heiskell |
E51606
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Marian Sulzberger Heiskell
Marian Sulzberger Heiskell was an American newspaper executive, civic leader, and prominent philanthropist from the family that published The New York Times.
|
E253662
|
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: Marian Sulzberger Heiskell | Statement: [Andrew Heiskell, spouse, Marian Sulzberger Heiskell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marian Sulzberger Heiskell Context triple: [Andrew Heiskell, spouse, Marian Sulzberger Heiskell]
-
A.
Iphigene Ochs Sulzberger
Iphigene Ochs Sulzberger was an American civic leader and influential matriarch of the family that owned and published The New York Times for much of the 20th century.
-
B.
A. G. Sulzberger
A. G. Sulzberger is an American journalist and media executive who serves as chairman and publisher of The New York Times Company.
-
C.
Annie Sulzberger
Annie Sulzberger is a member of the Sulzberger family associated with The New York Times publishing dynasty and the sister of publisher A. G. Sulzberger.
-
D.
Roxanne Pulitzer
Roxanne Pulitzer is an American socialite, author, and former model best known for her highly publicized divorce from newspaper heir Herbert "Peter" Pulitzer in the 1980s.
-
E.
Hilary Paley
Hilary Paley is known primarily as the daughter of American broadcasting executive and CBS founder William S. Paley.
- 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: Marian Sulzberger Heiskell Triple: [Andrew Heiskell, spouse, Marian Sulzberger Heiskell]
Generated description
Marian Sulzberger Heiskell was an American newspaper executive, civic leader, and prominent philanthropist from the family that published The New York Times.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marian Sulzberger Heiskell Target entity description: Marian Sulzberger Heiskell was an American newspaper executive, civic leader, and prominent philanthropist from the family that published The New York Times.
-
A.
Iphigene Ochs Sulzberger
Iphigene Ochs Sulzberger was an American civic leader and influential matriarch of the family that owned and published The New York Times for much of the 20th century.
-
B.
A. G. Sulzberger
A. G. Sulzberger is an American journalist and media executive who serves as chairman and publisher of The New York Times Company.
-
C.
Annie Sulzberger
Annie Sulzberger is a member of the Sulzberger family associated with The New York Times publishing dynasty and the sister of publisher A. G. Sulzberger.
-
D.
Roxanne Pulitzer
Roxanne Pulitzer is an American socialite, author, and former model best known for her highly publicized divorce from newspaper heir Herbert "Peter" Pulitzer in the 1980s.
-
E.
Hilary Paley
Hilary Paley is known primarily as the daughter of American broadcasting executive and CBS founder William S. Paley.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5dc40f881908a3dcc518bbead55 |
completed | March 7, 2026, 6:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f28db6c81909dbe55c704307da6 |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fd6e8608190b48f3a50ee62d664 |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae804b402c81909a5fc68c6ee3decb |
completed | March 9, 2026, 8:09 a.m. |
Created at: March 4, 2026, 7:49 p.m.