Triple
T3425997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Groovy |
E72230
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Guillaume Laforge
Guillaume Laforge is a French software engineer best known as the longtime project lead and advocate of the Groovy programming language.
|
E359745
|
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: Guillaume Laforge | Statement: [Groovy, developer, Guillaume Laforge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guillaume Laforge Context triple: [Groovy, developer, Guillaume Laforge]
-
A.
Philippe Beaudoin
Philippe Beaudoin is a Canadian computer scientist and entrepreneur known for co-founding the artificial intelligence company Element AI.
-
B.
Nicolas Bolduc
Nicolas Bolduc is a Canadian cinematographer known for his visually striking work on films and television series, including the historical drama "The North Water."
-
C.
Pierre-Alexandre Vignon
Pierre-Alexandre Vignon was a French neoclassical architect best known for designing the church of La Madeleine in Paris.
-
D.
Étienne Provost
Étienne Provost was a 19th-century French-Canadian fur trapper and explorer of the American West, particularly the regions that are now Utah and Colorado.
-
E.
Rigaud Benoit
Rigaud Benoit was a prominent Haitian painter associated with the mid-20th-century Haitian art movement, known for his vivid, symbolic depictions of Haitian life and spirituality.
- 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: Guillaume Laforge Triple: [Groovy, developer, Guillaume Laforge]
Generated description
Guillaume Laforge is a French software engineer best known as the longtime project lead and advocate of the Groovy programming language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guillaume Laforge Target entity description: Guillaume Laforge is a French software engineer best known as the longtime project lead and advocate of the Groovy programming language.
-
A.
Philippe Beaudoin
Philippe Beaudoin is a Canadian computer scientist and entrepreneur known for co-founding the artificial intelligence company Element AI.
-
B.
Nicolas Bolduc
Nicolas Bolduc is a Canadian cinematographer known for his visually striking work on films and television series, including the historical drama "The North Water."
-
C.
Pierre-Alexandre Vignon
Pierre-Alexandre Vignon was a French neoclassical architect best known for designing the church of La Madeleine in Paris.
-
D.
Étienne Provost
Étienne Provost was a 19th-century French-Canadian fur trapper and explorer of the American West, particularly the regions that are now Utah and Colorado.
-
E.
Rigaud Benoit
Rigaud Benoit was a prominent Haitian painter associated with the mid-20th-century Haitian art movement, known for his vivid, symbolic depictions of Haitian life and spirituality.
- 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_69b360c789b48190807bddf1a3bf8d2e |
completed | March 13, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_69b3653f5e8481908bc6488b7cd8adf3 |
completed | March 13, 2026, 1:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b365c56c888190aae64a1cd01d8b8a |
completed | March 13, 2026, 1:17 a.m. |
Created at: March 8, 2026, 3:15 p.m.