Triple
T9524344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Nathaniel Hubbard
Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
|
E806986
|
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: Nathaniel Hubbard | Statement: [Hubbard, hasNotableBearer, Nathaniel Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathaniel Hubbard Context triple: [Hubbard, hasNotableBearer, Nathaniel Hubbard]
-
A.
Nathaniel Ames
Nathaniel Ames was an 18th-century American almanac maker, physician, and writer known for his widely read colonial almanacs.
-
B.
Shubael Gorham
Shubael Gorham was a member of the prominent Gorham family of colonial New England, known through his connections to early Plymouth Colony descendants such as Desire Howland.
-
C.
Henry Holbrook
Henry Holbrook was a 19th-century Canadian politician and businessman who served as mayor of New Westminster, British Columbia.
-
D.
Nathaniel Brown
Nathaniel Brown was the longtime husband of Rebbie Jackson, the eldest sibling of the Jackson musical family.
-
E.
Nathaniel Thompson
Nathaniel Thompson, better known by his stage name Giggs, is a British rapper and songwriter from London recognized as a key figure in UK hip hop and road rap.
- 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: Nathaniel Hubbard Triple: [Hubbard, hasNotableBearer, Nathaniel Hubbard]
Generated description
Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathaniel Hubbard Target entity description: Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
-
A.
Nathaniel Ames
Nathaniel Ames was an 18th-century American almanac maker, physician, and writer known for his widely read colonial almanacs.
-
B.
Shubael Gorham
Shubael Gorham was a member of the prominent Gorham family of colonial New England, known through his connections to early Plymouth Colony descendants such as Desire Howland.
-
C.
Henry Holbrook
Henry Holbrook was a 19th-century Canadian politician and businessman who served as mayor of New Westminster, British Columbia.
-
D.
Nathaniel Brown
Nathaniel Brown was the longtime husband of Rebbie Jackson, the eldest sibling of the Jackson musical family.
-
E.
Nathaniel Thompson
Nathaniel Thompson, better known by his stage name Giggs, is a British rapper and songwriter from London recognized as a key figure in UK hip hop and road rap.
- 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_69d1526fbad8819099dfae3b7226898b |
completed | April 4, 2026, 6:03 p.m. |
| NEDg | Description generation | batch_69d154f32b28819084cfe2482e89cab0 |
completed | April 4, 2026, 6:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1556753dc81908fbfdc7b863b1026 |
completed | April 4, 2026, 6:16 p.m. |
Created at: March 30, 2026, 7:59 p.m.