Triple
T8045064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arras |
E187526
|
entity |
| Predicate | hasMayor |
P185
|
FINISHED |
| Object |
Frédéric Leturque
Frédéric Leturque is a French politician known for serving as the mayor of the northern city of Arras.
|
E729150
|
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: Frédéric Leturque | Statement: [Arras, hasMayor, Frédéric Leturque]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frédéric Leturque Context triple: [Arras, hasMayor, Frédéric Leturque]
-
A.
Louis Delacenserie
Louis Delacenserie was a prominent Belgian architect of the late 19th and early 20th centuries, known for his eclectic historicist style and major public works.
-
B.
Guillaume d’Ornano
Guillaume d’Ornano was a French businessman and entrepreneur best known for co-founding the luxury cosmetics and perfume house Lancôme in the 1930s.
-
C.
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.
-
D.
Léon Bourgeois
Léon Bourgeois was a French statesman and Nobel Peace Prize laureate known as a leading theorist of internationalism and an influential architect of the League of Nations.
-
E.
André Tardieu
André Tardieu was a French politician and three-time Prime Minister of France during the interwar period, known for his influential role in foreign and domestic policy.
- 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: Frédéric Leturque Triple: [Arras, hasMayor, Frédéric Leturque]
Generated description
Frédéric Leturque is a French politician known for serving as the mayor of the northern city of Arras.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frédéric Leturque Target entity description: Frédéric Leturque is a French politician known for serving as the mayor of the northern city of Arras.
-
A.
Louis Delacenserie
Louis Delacenserie was a prominent Belgian architect of the late 19th and early 20th centuries, known for his eclectic historicist style and major public works.
-
B.
Guillaume d’Ornano
Guillaume d’Ornano was a French businessman and entrepreneur best known for co-founding the luxury cosmetics and perfume house Lancôme in the 1930s.
-
C.
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.
-
D.
Léon Bourgeois
Léon Bourgeois was a French statesman and Nobel Peace Prize laureate known as a leading theorist of internationalism and an influential architect of the League of Nations.
-
E.
André Tardieu
André Tardieu was a French politician and three-time Prime Minister of France during the interwar period, known for his influential role in foreign and domestic policy.
- 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_69ca82b00cb48190b59a300f70e97bd7 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3f4c79388190aecee6e313071a17 |
completed | March 31, 2026, 3:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde6f2bf388190ad3849317659756e |
completed | April 2, 2026, 3:48 a.m. |
| NEDg | Description generation | batch_69cdeb1fa7308190810b1fcc2184374a |
completed | April 2, 2026, 4:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdec3081d88190ad0699f9072d3fc7 |
completed | April 2, 2026, 4:10 a.m. |
Created at: March 30, 2026, 5:24 p.m.