Triple
T21958569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oscar Hubbard |
E542259
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
Benjamin Hubbard
Benjamin Hubbard is a member of the Hubbard family, known primarily as the brother of Oscar Hubbard.
|
E1510663
|
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: Benjamin Hubbard | Statement: [Oscar Hubbard, sibling, Benjamin Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin Hubbard Context triple: [Oscar Hubbard, sibling, Benjamin Hubbard]
-
A.
Benjamin J. Hubbard
Benjamin J. Hubbard is an American scholar of religious studies known for his work on religion in public life and contemporary religious issues.
-
B.
Brennan Huff
Brennan Huff is the immature, unemployed man-child portrayed by Will Ferrell in the comedy film "Step Brothers."
-
C.
Bennett Rosenthal
Bennett Rosenthal is an American businessman and private equity executive best known as a co-owner of the Major League Soccer club Los Angeles FC.
-
D.
Steve Pincus
Steve Pincus is an American historian known for his influential work on early modern British history, particularly the political and social transformations surrounding the Glorious Revolution.
-
E.
Gavin Belson
Gavin Belson is the fictional, ruthlessly ambitious tech CEO and primary antagonist from the television series "Silicon Valley."
- 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: Benjamin Hubbard Triple: [Oscar Hubbard, sibling, Benjamin Hubbard]
Generated description
Benjamin Hubbard is a member of the Hubbard family, known primarily as the brother of Oscar Hubbard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin Hubbard Target entity description: Benjamin Hubbard is a member of the Hubbard family, known primarily as the brother of Oscar Hubbard.
-
A.
Benjamin J. Hubbard
Benjamin J. Hubbard is an American scholar of religious studies known for his work on religion in public life and contemporary religious issues.
-
B.
Brennan Huff
Brennan Huff is the immature, unemployed man-child portrayed by Will Ferrell in the comedy film "Step Brothers."
-
C.
Bennett Rosenthal
Bennett Rosenthal is an American businessman and private equity executive best known as a co-owner of the Major League Soccer club Los Angeles FC.
-
D.
Steve Pincus
Steve Pincus is an American historian known for his influential work on early modern British history, particularly the political and social transformations surrounding the Glorious Revolution.
-
E.
Gavin Belson
Gavin Belson is the fictional, ruthlessly ambitious tech CEO and primary antagonist from the television series "Silicon Valley."
- 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_69e0c47fab1081908dc74a6545dbb051 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1244204f081909742d4fe138610d6 |
completed | April 28, 2026, 9:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a670a3860819088b91ec76c7bbcd7 |
completed | May 18, 2026, 1:10 a.m. |
| NEDg | Description generation | batch_6a0a67d2d0e48190ae4acdc2de1371e7 |
completed | May 18, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a68846fb88190bbe1510608aa9468 |
completed | May 18, 2026, 1:16 a.m. |
Created at: April 16, 2026, 8 p.m.