Triple
T12436309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benoît Hamon |
E297151
|
entity |
| Predicate | servedInGovernmentOf |
P8523
|
FINISHED |
| Object | Jean-Marc Ayrault |
E161856
|
NE FINISHED |
How this triple was built (2 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: Jean-Marc Ayrault | Statement: [Benoît Hamon, servedInGovernmentOf, Jean-Marc Ayrault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Marc Ayrault Context triple: [Benoît Hamon, servedInGovernmentOf, Jean-Marc Ayrault]
-
A.
Jean-Marc Ayrault
chosen
Jean-Marc Ayrault is a French politician who served as Prime Minister of France from 2012 to 2014 under President François Hollande.
-
B.
Manuel Valls
Manuel Valls is a French politician who served as Prime Minister of France in the mid-2010s and was previously Minister of the Interior and a leading figure in the Socialist Party.
-
C.
Éric Woerth
Éric Woerth is a French politician who has held several ministerial posts and served as a prominent figure on the French center-right.
-
D.
François Fillon
François Fillon is a French conservative politician who served as Prime Minister of France from 2007 to 2012 under President Nicolas Sarkozy.
-
E.
Jean-François Copé
Jean-François Copé is a French politician from the center-right who has held prominent national roles, including leadership of the Union for a Popular Movement (UMP) and various ministerial and parliamentary positions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8c8fd481909b35ac504127a1b6 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64b9aaf9c819098e8f8ba40c73363 |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:55 p.m.