Triple
T9524339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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.
|
E912298
|
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: Lester Hubbard | Statement: [Hubbard, hasNotableBearer, Lester Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lester Hubbard Context triple: [Hubbard, hasNotableBearer, Lester Hubbard]
-
A.
Floyd Lounsbury
Floyd Lounsbury was an American linguist and anthropologist renowned for his pioneering contributions to the decipherment and understanding of Maya hieroglyphic writing.
-
B.
Fred Luddy
Fred Luddy is an American entrepreneur and software executive best known as the founder of the cloud-based enterprise software company ServiceNow.
-
C.
Ralph Meeker
Ralph Meeker was an American actor best known for his tough-guy roles in film noir and drama during the 1950s and 1960s.
-
D.
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.
-
E.
Vernon Hartshorn
Vernon Hartshorn was a prominent Welsh trade unionist and Labour politician who served as a Member of Parliament and held ministerial office in early 20th-century Britain.
- 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: Lester Hubbard Triple: [Hubbard, hasNotableBearer, Lester Hubbard]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lester Hubbard Target entity description: 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.
-
A.
Floyd Lounsbury
Floyd Lounsbury was an American linguist and anthropologist renowned for his pioneering contributions to the decipherment and understanding of Maya hieroglyphic writing.
-
B.
Fred Luddy
Fred Luddy is an American entrepreneur and software executive best known as the founder of the cloud-based enterprise software company ServiceNow.
-
C.
Ralph Meeker
Ralph Meeker was an American actor best known for his tough-guy roles in film noir and drama during the 1950s and 1960s.
-
D.
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.
-
E.
Vernon Hartshorn
Vernon Hartshorn was a prominent Welsh trade unionist and Labour politician who served as a Member of Parliament and held ministerial office in early 20th-century Britain.
- 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_69e4aca16a10819097bb8655c8c1a36d |
completed | April 19, 2026, 10:21 a.m. |
| NEDg | Description generation | batch_69e4afa531e0819097587675198bb8a1 |
completed | April 19, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4b1f68c8c819096d58ac02d76ec0d |
completed | April 19, 2026, 10:44 a.m. |
Created at: March 30, 2026, 7:59 p.m.