Triple
T9524317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Tony Hubbard
Tony Hubbard is a notable individual who shares the surname Hubbard and has achieved sufficient recognition to be specifically identified among its bearers.
|
E804041
|
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: Tony Hubbard | Statement: [Hubbard, hasNotableBearer, Tony Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Hubbard Context triple: [Hubbard, hasNotableBearer, Tony Hubbard]
-
A.
Tucker Quayle
Tucker Quayle is the son of former U.S. Vice President Dan Quayle and a member of the prominent Quayle political family.
-
B.
Tom Hubbard
Tom Hubbard is a screenwriter best known for his work on the Western film "Gun Battle at Monterey."
-
C.
John Farson
John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
-
D.
Jack Whitaker
Jack Whitaker was an American sportscaster and television host known for his eloquent commentary on major events, including NFL games, golf tournaments, and horse racing.
-
E.
Chris Latta
Chris Latta was an American voice actor best known for his iconic villain roles in 1980s animated series, including Cobra Commander in G.I. Joe and Starscream in The Transformers.
- 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: Tony Hubbard Triple: [Hubbard, hasNotableBearer, Tony Hubbard]
Generated description
Tony Hubbard is a notable individual who shares the surname Hubbard and has achieved sufficient recognition to be specifically identified among its bearers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Hubbard Target entity description: Tony Hubbard is a notable individual who shares the surname Hubbard and has achieved sufficient recognition to be specifically identified among its bearers.
-
A.
Tucker Quayle
Tucker Quayle is the son of former U.S. Vice President Dan Quayle and a member of the prominent Quayle political family.
-
B.
Tom Hubbard
Tom Hubbard is a screenwriter best known for his work on the Western film "Gun Battle at Monterey."
-
C.
John Farson
John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
-
D.
Jack Whitaker
Jack Whitaker was an American sportscaster and television host known for his eloquent commentary on major events, including NFL games, golf tournaments, and horse racing.
-
E.
Chris Latta
Chris Latta was an American voice actor best known for his iconic villain roles in 1980s animated series, including Cobra Commander in G.I. Joe and Starscream in The Transformers.
- 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_69d13a61fbd08190bb68ffe29da3a34a |
completed | April 4, 2026, 4:20 p.m. |
| NEDg | Description generation | batch_69d13c0344388190aefc18936b17b9f0 |
completed | April 4, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13c7b2954819096a276e083d4fed1 |
completed | April 4, 2026, 4:29 p.m. |
Created at: March 30, 2026, 7:59 p.m.