Triple
T14703897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timothy Hackworth |
E345374
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Hackworth
Hackworth is an English surname most notably associated with Timothy Hackworth, a pioneering 19th-century railway engineer and early locomotive designer.
|
E1115789
|
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: Hackworth | Statement: [Timothy Hackworth, familyName, Hackworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hackworth Context triple: [Timothy Hackworth, familyName, Hackworth]
-
A.
Buckley
Buckley is a small town in Flintshire, northeast Wales, known historically for its brickworks and coal mining industries.
-
B.
Buckley
Buckley is a surname most prominently associated with William F. Buckley Jr., the influential American conservative author and founder of National Review.
-
C.
Buckley
Buckley is a small city in Washington State known for its rural character and proximity to Mount Rainier.
-
D.
Buckley Ware
Buckley Ware is a charming yet dangerous character in "The Flight Attendant," known for his complicated romantic involvement with Cassie Bowden and his hidden, violent tendencies.
-
E.
Zakheim
Zakheim is a surname most notably associated with Bernard Zakheim, a Polish-born American muralist known for his New Deal–era public artworks in California.
- 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: Hackworth Triple: [Timothy Hackworth, familyName, Hackworth]
Generated description
Hackworth is an English surname most notably associated with Timothy Hackworth, a pioneering 19th-century railway engineer and early locomotive designer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hackworth Target entity description: Hackworth is an English surname most notably associated with Timothy Hackworth, a pioneering 19th-century railway engineer and early locomotive designer.
-
A.
Buckley
Buckley is a small town in Flintshire, northeast Wales, known historically for its brickworks and coal mining industries.
-
B.
Buckley
Buckley is a surname most prominently associated with William F. Buckley Jr., the influential American conservative author and founder of National Review.
-
C.
Buckley
Buckley is a small city in Washington State known for its rural character and proximity to Mount Rainier.
-
D.
Buckley Ware
Buckley Ware is a charming yet dangerous character in "The Flight Attendant," known for his complicated romantic involvement with Cassie Bowden and his hidden, violent tendencies.
-
E.
Zakheim
Zakheim is a surname most notably associated with Bernard Zakheim, a Polish-born American muralist known for his New Deal–era public artworks in California.
- 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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb6071e5c8190bb5509c859135c2d |
completed | April 14, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf0861c308190af0b5da403ecb321 |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf368782c8190825247435eab2045 |
completed | May 8, 2026, 2:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf3fe50ac8190ad5529427472eda3 |
completed | May 8, 2026, 2:32 p.m. |
Created at: April 10, 2026, 1:28 a.m.