Triple
T2790583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herman Wouk Hellman |
E61918
|
entity |
| Predicate | sharesSurnameWith |
P13741
|
FINISHED |
| Object |
Hellman family
The Hellman family is a surname-bearing family line, likely encompassing multiple related individuals such as Herman Wouk Hellman.
|
E298544
|
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: Hellman family | Statement: [Herman Wouk Hellman, sharesSurnameWith, Hellman family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hellman family Context triple: [Herman Wouk Hellman, sharesSurnameWith, Hellman family]
-
A.
Seidman family
The Seidman family is a philanthropic family known for its significant contributions to education and business, including endowing the Seidman College of Business.
-
B.
Ungern-Sternberg family
The Ungern-Sternberg family is a Baltic German noble lineage best known for producing figures such as the eccentric and brutal White Russian warlord Roman von Ungern-Sternberg.
-
C.
Lerner family
The Lerner family is a prominent Washington, D.C.–based real estate and business family best known for owning Major League Baseball’s Washington Nationals.
-
D.
Heckscher family
The Heckscher family is a prominent philanthropic family known for its significant contributions to public parks, cultural institutions, and civic projects, particularly in New York.
-
E.
Heurich family
The Heurich family is a prominent Washington, D.C. brewing dynasty best known for its association with Christian Heurich and his historic mansion, often called Brewmaster’s Castle.
- 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: Hellman family Triple: [Herman Wouk Hellman, sharesSurnameWith, Hellman family]
Generated description
The Hellman family is a surname-bearing family line, likely encompassing multiple related individuals such as Herman Wouk Hellman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hellman family Target entity description: The Hellman family is a surname-bearing family line, likely encompassing multiple related individuals such as Herman Wouk Hellman.
-
A.
Seidman family
The Seidman family is a philanthropic family known for its significant contributions to education and business, including endowing the Seidman College of Business.
-
B.
Ungern-Sternberg family
The Ungern-Sternberg family is a Baltic German noble lineage best known for producing figures such as the eccentric and brutal White Russian warlord Roman von Ungern-Sternberg.
-
C.
Lerner family
The Lerner family is a prominent Washington, D.C.–based real estate and business family best known for owning Major League Baseball’s Washington Nationals.
-
D.
Heckscher family
The Heckscher family is a prominent philanthropic family known for its significant contributions to public parks, cultural institutions, and civic projects, particularly in New York.
-
E.
Heurich family
The Heurich family is a prominent Washington, D.C. brewing dynasty best known for its association with Christian Heurich and his historic mansion, often called Brewmaster’s Castle.
- 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddb4ef3081909122840a357801bf |
completed | March 7, 2026, 8:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc65c1f848190b6efeefb64a3e131 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6e6d4bc81908108fe24677448c3 |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc7907be88190b70458ed735261e8 |
completed | March 10, 2026, 7:26 a.m. |
Created at: March 6, 2026, 9:58 p.m.