Triple
T6231533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agile Manifesto |
E139363
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Dave Thomas
Dave Thomas is a prominent software developer and author best known as a co-author of "The Pragmatic Programmer" and an original signatory of the Agile Manifesto.
|
E578426
|
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: Dave Thomas | Statement: [Agile Manifesto, author, Dave Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dave Thomas Context triple: [Agile Manifesto, author, Dave Thomas]
-
A.
S. Truett Cathy
S. Truett Cathy was an American entrepreneur and devout Southern Baptist best known as the founder of the Chick-fil-A fast-food restaurant chain, which he built around Christian principles and a focus on customer service.
-
B.
William Lundigan
William Lundigan was an American film and television actor active from the 1930s through the 1960s, known for roles in dramas, war films, and early TV series.
-
C.
Ray Kroc
Ray Kroc was an American businessman best known for turning McDonald's into a global fast-food empire through aggressive franchising and standardization.
-
D.
Bob Evans
Bob Evans is an American restaurateur and founder of the Bob Evans restaurant chain and food products brand.
-
E.
James Ritz
James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
- 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: Dave Thomas Triple: [Agile Manifesto, author, Dave Thomas]
Generated description
Dave Thomas is a prominent software developer and author best known as a co-author of "The Pragmatic Programmer" and an original signatory of the Agile Manifesto.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dave Thomas Target entity description: Dave Thomas is a prominent software developer and author best known as a co-author of "The Pragmatic Programmer" and an original signatory of the Agile Manifesto.
-
A.
S. Truett Cathy
S. Truett Cathy was an American entrepreneur and devout Southern Baptist best known as the founder of the Chick-fil-A fast-food restaurant chain, which he built around Christian principles and a focus on customer service.
-
B.
William Lundigan
William Lundigan was an American film and television actor active from the 1930s through the 1960s, known for roles in dramas, war films, and early TV series.
-
C.
Ray Kroc
Ray Kroc was an American businessman best known for turning McDonald's into a global fast-food empire through aggressive franchising and standardization.
-
D.
Bob Evans
Bob Evans is an American restaurateur and founder of the Bob Evans restaurant chain and food products brand.
-
E.
James Ritz
James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
- 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_69c008afd3148190b71e9eaa60420dd1 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c062ec5be4819084d6df2e8dd2a542 |
completed | March 22, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20defd338819099a23d00107c4edd |
completed | March 24, 2026, 4:07 a.m. |
| NEDg | Description generation | batch_69c211c3c60c8190bd5e4f002c1569e0 |
completed | March 24, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c214b9b83881909da9fedc7ce60f39 |
completed | March 24, 2026, 4:36 a.m. |
Created at: March 22, 2026, 4:22 p.m.