Triple
T7055744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manuel Valls |
E164085
|
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: [Manuel Valls, servedInGovernmentOf, Jean-Marc Ayrault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Marc Ayrault Context triple: [Manuel Valls, 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.
Édouard Philippe
Édouard Philippe is a French politician who served as Prime Minister of France from 2017 to 2020 under President Emmanuel Macron.
-
D.
Bernard Cazeneuve
Bernard Cazeneuve is a French Socialist politician who served as Prime Minister of France from 2016 to 2017, after previously holding key ministerial posts including Minister of the Interior.
-
E.
Laurent Fabius
Laurent Fabius is a French Socialist politician who served as Prime Minister in the 1980s and later held key roles including Foreign Minister and President of the Constitutional Council.
- 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_69c68861678881909961ddf4d779f750 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e269050c81908c186609a8a7bcf9 |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79c857ca08190a964861cb7aff86a |
completed | March 28, 2026, 9:16 a.m. |
Created at: March 27, 2026, 2:38 p.m.