Triple
T10985283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gloucester and Berkeley Canal |
E259612
|
entity |
| Predicate | engineer |
P184
|
FINISHED |
| Object |
James Dadford
James Dadford was a British civil engineer active in the late 18th and early 19th centuries, known for his work on canal construction during the early Industrial Revolution.
|
E898168
|
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: James Dadford | Statement: [Gloucester and Berkeley Canal, engineer, James Dadford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Dadford Context triple: [Gloucester and Berkeley Canal, engineer, James Dadford]
-
A.
James Scott Rockford
James Scott Rockford is the fictional private investigator protagonist of the 1970s television series "The Rockford Files," portrayed by actor James Garner.
-
B.
Joe Foster
Joe Foster is a British entrepreneur best known as the co-founder of the global sportswear brand Reebok.
-
C.
Joe Foster
Joe Foster is a British music producer and record label executive best known as a co-founder of the influential indie label Creation Records.
-
D.
Paul Benedict
Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
-
E.
Don Traeger
Don Traeger is a video game industry figure best known as a co-founder of the game development studio Treyarch.
- 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: James Dadford Triple: [Gloucester and Berkeley Canal, engineer, James Dadford]
Generated description
James Dadford was a British civil engineer active in the late 18th and early 19th centuries, known for his work on canal construction during the early Industrial Revolution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Dadford Target entity description: James Dadford was a British civil engineer active in the late 18th and early 19th centuries, known for his work on canal construction during the early Industrial Revolution.
-
A.
James Scott Rockford
James Scott Rockford is the fictional private investigator protagonist of the 1970s television series "The Rockford Files," portrayed by actor James Garner.
-
B.
Joe Foster
Joe Foster is a British entrepreneur best known as the co-founder of the global sportswear brand Reebok.
-
C.
Joe Foster
Joe Foster is a British music producer and record label executive best known as a co-founder of the influential indie label Creation Records.
-
D.
Paul Benedict
Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
-
E.
Don Traeger
Don Traeger is a video game industry figure best known as a co-founder of the game development studio Treyarch.
- 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d772ed1eb88190b7333b746f76a088 |
completed | April 9, 2026, 9:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e344d860b08190a035570191c54d7c |
completed | April 18, 2026, 8:46 a.m. |
| NEDg | Description generation | batch_69e3556e8b408190a02a1fe194ae5750 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3591ecd548190b049ce95fe3f86d9 |
completed | April 18, 2026, 10:12 a.m. |
Created at: April 8, 2026, 9:24 p.m.