Triple
T3425999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Groovy |
E72230
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Cédric Champeau
Cédric Champeau is a prominent software engineer best known for his major contributions to the Groovy programming language and its ecosystem.
|
E360727
|
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: Cédric Champeau | Statement: [Groovy, developer, Cédric Champeau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cédric Champeau Context triple: [Groovy, developer, Cédric Champeau]
-
A.
Alexandre Cloutier
Alexandre Cloutier was a notable figure associated with Cloutierville, Louisiana, whose prominence in the area led to the community bearing his name.
-
B.
Stéphane Perrault
Stéphane Perrault is a Canadian public official who serves as the Chief Electoral Officer of Canada, overseeing the administration and integrity of federal elections.
-
C.
Philippe Beaudoin
Philippe Beaudoin is a Canadian computer scientist and entrepreneur known for co-founding the artificial intelligence company Element AI.
-
D.
Marc Tardif
Marc Tardif is a former Canadian professional ice hockey forward best known as one of the most prolific scorers in World Hockey Association history.
-
E.
Grégoire Trudeau
Grégoire Trudeau is the hyphenated surname of Sophie Grégoire Trudeau, a Canadian media personality and the estranged spouse of Prime Minister Justin Trudeau.
- 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: Cédric Champeau Triple: [Groovy, developer, Cédric Champeau]
Generated description
Cédric Champeau is a prominent software engineer best known for his major contributions to the Groovy programming language and its ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cédric Champeau Target entity description: Cédric Champeau is a prominent software engineer best known for his major contributions to the Groovy programming language and its ecosystem.
-
A.
Alexandre Cloutier
Alexandre Cloutier was a notable figure associated with Cloutierville, Louisiana, whose prominence in the area led to the community bearing his name.
-
B.
Stéphane Perrault
Stéphane Perrault is a Canadian public official who serves as the Chief Electoral Officer of Canada, overseeing the administration and integrity of federal elections.
-
C.
Philippe Beaudoin
Philippe Beaudoin is a Canadian computer scientist and entrepreneur known for co-founding the artificial intelligence company Element AI.
-
D.
Marc Tardif
Marc Tardif is a former Canadian professional ice hockey forward best known as one of the most prolific scorers in World Hockey Association history.
-
E.
Grégoire Trudeau
Grégoire Trudeau is the hyphenated surname of Sophie Grégoire Trudeau, a Canadian media personality and the estranged spouse of Prime Minister Justin Trudeau.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9812a648190ac919e7291744b5a |
completed | March 8, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367f6bb90819084055d9d001430fd |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b369182ea08190b6a7c459ca2d1585 |
completed | March 13, 2026, 1:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3697bb2108190841ea71a22653bc4 |
completed | March 13, 2026, 1:33 a.m. |
Created at: March 8, 2026, 3:15 p.m.