Triple

T4574652
Position Surface form Disambiguated ID Type / Status
Subject Pyrénées-Atlantiques E123114 entity
Predicate subprefecture P9697 FINISHED
Object Oloron-Sainte-Marie
Oloron-Sainte-Marie is a historic town in southwestern France, known as a gateway to the Pyrenees and for its Romanesque cathedral and traditional Béarnaise culture.
E453921 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: Oloron-Sainte-Marie | Statement: [Pyrénées-Atlantiques, subprefecture, Oloron-Sainte-Marie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oloron-Sainte-Marie
Context triple: [Pyrénées-Atlantiques, subprefecture, Oloron-Sainte-Marie]
  • A. Cazères
    Cazères is a small commune in southwestern France situated in the Haute-Garonne department, known for its location along the Garonne River.
  • B. Ribérac
    Ribérac is a small historic town in southwestern France’s Dordogne department, known for its traditional markets and rural charm.
  • C. Sarlat-la-Canéda
    Sarlat-la-Canéda is a well-preserved medieval town in southwestern France, renowned for its historic architecture, cobbled streets, and vibrant markets in the Périgord Noir region.
  • D. Saint-Céré
    Saint-Céré is a small historic town in the Lot department of southwestern France, known for its medieval architecture and picturesque setting in the Dordogne Valley.
  • E. Mérignac
    Mérignac is a suburban city in southwestern France, forming part of the Bordeaux metropolitan area and hosting the region’s main international airport.
  • 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: Oloron-Sainte-Marie
Triple: [Pyrénées-Atlantiques, subprefecture, Oloron-Sainte-Marie]
Generated description
Oloron-Sainte-Marie is a historic town in southwestern France, known as a gateway to the Pyrenees and for its Romanesque cathedral and traditional Béarnaise culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oloron-Sainte-Marie
Target entity description: Oloron-Sainte-Marie is a historic town in southwestern France, known as a gateway to the Pyrenees and for its Romanesque cathedral and traditional Béarnaise culture.
  • A. Cazères
    Cazères is a small commune in southwestern France situated in the Haute-Garonne department, known for its location along the Garonne River.
  • B. Ribérac
    Ribérac is a small historic town in southwestern France’s Dordogne department, known for its traditional markets and rural charm.
  • C. Sarlat-la-Canéda
    Sarlat-la-Canéda is a well-preserved medieval town in southwestern France, renowned for its historic architecture, cobbled streets, and vibrant markets in the Périgord Noir region.
  • D. Saint-Céré
    Saint-Céré is a small historic town in the Lot department of southwestern France, known for its medieval architecture and picturesque setting in the Dordogne Valley.
  • E. Mérignac
    Mérignac is a suburban city in southwestern France, forming part of the Bordeaux metropolitan area and hosting the region’s main international airport.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c9f0bc81908d87f01ab067818a completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3dde41c81909adf91b53450e590 completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd79fe75c8190b672b80898d3cbf2 completed March 20, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69bdd85966348190841f272f347ee33f completed March 20, 2026, 11:29 p.m.
Created at: March 20, 2026, 1:10 p.m.