Triple
T213817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emmanuel Macron |
E4773
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
François Hollande
François Hollande is a French Socialist politician who served as President of France from 2012 to 2017.
|
E28932
|
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 Hollande | Statement: [Emmanuel Macron, precededBy, François Hollande]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François Hollande Context triple: [Emmanuel Macron, precededBy, François Hollande]
-
A.
Emmanuel Macron
Emmanuel Macron is a French politician and former investment banker who has served as President of France since 2017, known for his centrist, pro-European Union stance.
-
B.
François Mitterrand
François Mitterrand was a French Socialist politician who served as President of France from 1981 to 1995, overseeing major domestic reforms and playing a key role in European integration and international affairs.
-
C.
Charles de Gaulle
Charles de Gaulle was a French army officer and statesman who led the Free French Forces during World War II and later founded and served as the first president of France’s Fifth Republic.
-
D.
Michel Debré
Michel Debré was a French Gaullist statesman and jurist who served as the first Prime Minister of the Fifth Republic and played a key role in shaping modern French institutions.
-
E.
Pierre-Roger Ducos
Pierre-Roger Ducos was a French revolutionary politician who served as one of the three provisional consuls alongside Napoleon Bonaparte following the Coup of 18 Brumaire.
- 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 Hollande Triple: [Emmanuel Macron, precededBy, François Hollande]
Generated description
François Hollande is a French Socialist politician who served as President of France from 2012 to 2017.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: François Hollande Target entity description: François Hollande is a French Socialist politician who served as President of France from 2012 to 2017.
-
A.
Emmanuel Macron
Emmanuel Macron is a French politician and former investment banker who has served as President of France since 2017, known for his centrist, pro-European Union stance.
-
B.
François Mitterrand
François Mitterrand was a French Socialist politician who served as President of France from 1981 to 1995, overseeing major domestic reforms and playing a key role in European integration and international affairs.
-
C.
Charles de Gaulle
Charles de Gaulle was a French army officer and statesman who led the Free French Forces during World War II and later founded and served as the first president of France’s Fifth Republic.
-
D.
Michel Debré
Michel Debré was a French Gaullist statesman and jurist who served as the first Prime Minister of the Fifth Republic and played a key role in shaping modern French institutions.
-
E.
Pierre-Roger Ducos
Pierre-Roger Ducos was a French revolutionary politician who served as one of the three provisional consuls alongside Napoleon Bonaparte following the Coup of 18 Brumaire.
- 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_69a2575cb1dc8190a01ad332426dc339 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c32ae208190a03d504ef43ea659 |
completed | Feb. 28, 2026, 3:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35878158c81908fba5b3cb4bfd054 |
completed | Feb. 28, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69a3598f22a08190898aec7b86cc06f4 |
completed | Feb. 28, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a359f3ee8c8190834a6e2dd90bc062 |
completed | Feb. 28, 2026, 9:11 p.m. |
Created at: Feb. 28, 2026, 2:52 a.m.