Triple
T3780445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hoffman |
E85402
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Martin Hoffman
Martin Hoffman is a personal name shared by multiple individuals across various fields, including academia, the arts, and public life.
|
E402582
|
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: Martin Hoffman | Statement: [Hoffman, hasNotableBearer, Martin Hoffman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Hoffman Context triple: [Hoffman, hasNotableBearer, Martin Hoffman]
-
A.
David Hoffman
David Hoffman is a common personal name shared by multiple notable individuals across fields such as law, politics, academia, and the arts.
-
B.
Paul Hoffman
Paul Hoffman is a common name shared by several notable individuals, including authors, journalists, and public figures across various fields.
-
C.
Paul G. Hoffman
Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
-
D.
William Hoffman
William Hoffman is a relatively common personal name shared by multiple notable individuals across fields such as literature, politics, and the arts.
-
E.
Robert Hoffman
Robert Hoffman is an American actor, dancer, and choreographer best known for his roles in films like "Step Up 2: The Streets" and various dance-focused performances.
- 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: Martin Hoffman Triple: [Hoffman, hasNotableBearer, Martin Hoffman]
Generated description
Martin Hoffman is a personal name shared by multiple individuals across various fields, including academia, the arts, and public life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Hoffman Target entity description: Martin Hoffman is a personal name shared by multiple individuals across various fields, including academia, the arts, and public life.
-
A.
David Hoffman
David Hoffman is a common personal name shared by multiple notable individuals across fields such as law, politics, academia, and the arts.
-
B.
Paul Hoffman
Paul Hoffman is a common name shared by several notable individuals, including authors, journalists, and public figures across various fields.
-
C.
Paul G. Hoffman
Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
-
D.
William Hoffman
William Hoffman is a relatively common personal name shared by multiple notable individuals across fields such as literature, politics, and the arts.
-
E.
Robert Hoffman
Robert Hoffman is an American actor, dancer, and choreographer best known for his roles in films like "Step Up 2: The Streets" and various dance-focused performances.
- 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_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee3d84d7881909828903896b3cb7f |
completed | March 9, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5336b8d308190a1886ab637173b35 |
completed | March 14, 2026, 10:07 a.m. |
| NEDg | Description generation | batch_69b5375349c08190b10b87f4a9ea635e |
completed | March 14, 2026, 10:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b53807aa8c8190b9fa967ca9c0956c |
completed | March 14, 2026, 10:27 a.m. |
Created at: March 9, 2026, 3:12 p.m.