Triple
T6981512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jean-Marc Ayrault |
E161856
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
François Fillon (as Prime Minister of France)
François Fillon is a French conservative politician who served as Prime Minister under President Nicolas Sarkozy from 2007 to 2012.
|
E632509
|
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: François Fillon (as Prime Minister of France) | Statement: [Jean-Marc Ayrault, precededBy, François Fillon (as Prime Minister of France)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François Fillon (as Prime Minister of France) Context triple: [Jean-Marc Ayrault, precededBy, François Fillon (as Prime Minister of France)]
-
A.
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.
-
B.
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.
-
C.
Dominique de Villepin
Dominique de Villepin is a French politician and diplomat who served as Prime Minister of France in the mid-2000s and is known internationally for his outspoken opposition to the 2003 Iraq War at the United Nations.
-
D.
Jean-Marc Ayrault
Jean-Marc Ayrault is a French politician who served as Prime Minister of France from 2012 to 2014 under President François Hollande.
-
E.
Nicolas Sarkozy
Nicolas Sarkozy is a French conservative politician who served as President of France from 2007 to 2012 and played a prominent role in European and international diplomacy.
- 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: François Fillon (as Prime Minister of France) Triple: [Jean-Marc Ayrault, precededBy, François Fillon (as Prime Minister of France)]
Generated description
François Fillon is a French conservative politician who served as Prime Minister under President Nicolas Sarkozy from 2007 to 2012.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: François Fillon (as Prime Minister of France) Target entity description: François Fillon is a French conservative politician who served as Prime Minister under President Nicolas Sarkozy from 2007 to 2012.
-
A.
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.
-
B.
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.
-
C.
Dominique de Villepin
Dominique de Villepin is a French politician and diplomat who served as Prime Minister of France in the mid-2000s and is known internationally for his outspoken opposition to the 2003 Iraq War at the United Nations.
-
D.
Jean-Marc Ayrault
Jean-Marc Ayrault is a French politician who served as Prime Minister of France from 2012 to 2014 under President François Hollande.
-
E.
Nicolas Sarkozy
Nicolas Sarkozy is a French conservative politician who served as President of France from 2007 to 2012 and played a prominent role in European and international diplomacy.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db6d3f3c8190b0121f7934440c34 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761c0ecd88190a684392aa6daf267 |
completed | March 28, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69c76275a5f08190b71a59694ef4a1fd |
completed | March 28, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c762ee1a048190ada3e6fd850e468b |
completed | March 28, 2026, 5:11 a.m. |
Created at: March 27, 2026, 2:31 p.m.