Triple
T9524348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Warren Hubbard
Warren Hubbard is an individual notable enough to be recognized as a bearer of the surname Hubbard, though specific widely known biographical details about him are not clearly established.
|
E914029
|
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: Warren Hubbard | Statement: [Hubbard, hasNotableBearer, Warren Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warren Hubbard Context triple: [Hubbard, hasNotableBearer, Warren Hubbard]
-
A.
Ted Hubbard
Ted Hubbard is a notable individual who shares the surname Hubbard and has achieved sufficient recognition to be specifically distinguished among its bearers.
-
B.
Jerry Hubbard
Jerry Hubbard is a bumbling, good-natured sidekick and co-host on the satirical talk show parody "Fernwood 2 Night."
-
C.
Ray W. Hubbard
Ray W. Hubbard is an American politician who served as a member of the Texas House of Representatives.
-
D.
Anthony Hubbard
Anthony Hubbard is the fictional FBI Special Agent in Charge portrayed by Denzel Washington in the 1998 action-thriller film "The Siege."
-
E.
Lester Hubbard
Lester Hubbard is an individual notable enough to be recognized as a bearer of the surname Hubbard, though specific widely known biographical details about him are not well documented.
- 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: Warren Hubbard Triple: [Hubbard, hasNotableBearer, Warren Hubbard]
Generated description
Warren Hubbard is an individual notable enough to be recognized as a bearer of the surname Hubbard, though specific widely known biographical details about him are not clearly established.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warren Hubbard Target entity description: Warren Hubbard is an individual notable enough to be recognized as a bearer of the surname Hubbard, though specific widely known biographical details about him are not clearly established.
-
A.
Ted Hubbard
Ted Hubbard is a notable individual who shares the surname Hubbard and has achieved sufficient recognition to be specifically distinguished among its bearers.
-
B.
Jerry Hubbard
Jerry Hubbard is a bumbling, good-natured sidekick and co-host on the satirical talk show parody "Fernwood 2 Night."
-
C.
Ray W. Hubbard
Ray W. Hubbard is an American politician who served as a member of the Texas House of Representatives.
-
D.
Anthony Hubbard
Anthony Hubbard is the fictional FBI Special Agent in Charge portrayed by Denzel Washington in the 1998 action-thriller film "The Siege."
-
E.
Lester Hubbard
Lester Hubbard is an individual notable enough to be recognized as a bearer of the surname Hubbard, though specific widely known biographical details about him are not well documented.
- 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_69ca847870a881909d8d751a7d29da39 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9899f99481908d374528716027f8 |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4cbacad608190adddd91f13e4113b |
completed | April 19, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69e4d9e87508819080932fac06fb754d |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4dda28b0081909245b65faae3533b |
completed | April 19, 2026, 1:50 p.m. |
Created at: March 30, 2026, 7:59 p.m.