Triple

T8525313
Position Surface form Disambiguated ID Type / Status
Subject Orb River E201799 entity
Predicate flowsThrough P225 FINISHED
Object Cazouls-lès-Béziers
Cazouls-lès-Béziers is a commune in southern France’s Hérault department, known for its wine production and scenic setting along the Orb River near the city of Béziers.
 E739108 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: Cazouls-lès-Béziers | Statement: [Orb River, flowsThrough, Cazouls-lès-Béziers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cazouls-lès-Béziers
Context triple: [Orb River, flowsThrough, Cazouls-lès-Béziers]
  • A. Bagnols-sur-Cèze
    Bagnols-sur-Cèze is a commune in southern France known for its historic center, proximity to the Cèze River, and role as a local economic and cultural hub within the Gard department.
  • B. Cazères
    Cazères is a small commune in southwestern France situated in the Haute-Garonne department, known for its location along the Garonne River.
  • C. Capdenac
    Capdenac is a commune in southwestern France known for its picturesque setting along the Lot River and its historic hilltop village.
  • D. Comminges
    Comminges is a historic cultural region in southwestern France, known for its medieval heritage and picturesque landscapes at the foothills of the Pyrenees.
  • E. Caudéran
    Caudéran is a residential district in the western part of Bordeaux, France, known for its parks and suburban character.
  • 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: Cazouls-lès-Béziers
Triple: [Orb River, flowsThrough, Cazouls-lès-Béziers]
Generated description
Cazouls-lès-Béziers is a commune in southern France’s Hérault department, known for its wine production and scenic setting along the Orb River near the city of Béziers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cazouls-lès-Béziers
Target entity description: Cazouls-lès-Béziers is a commune in southern France’s Hérault department, known for its wine production and scenic setting along the Orb River near the city of Béziers.
  • A. Bagnols-sur-Cèze
    Bagnols-sur-Cèze is a commune in southern France known for its historic center, proximity to the Cèze River, and role as a local economic and cultural hub within the Gard department.
  • B. Cazères
    Cazères is a small commune in southwestern France situated in the Haute-Garonne department, known for its location along the Garonne River.
  • C. Capdenac
    Capdenac is a commune in southwestern France known for its picturesque setting along the Lot River and its historic hilltop village.
  • D. Comminges
    Comminges is a historic cultural region in southwestern France, known for its medieval heritage and picturesque landscapes at the foothills of the Pyrenees.
  • E. Caudéran
    Caudéran is a residential district in the western part of Bordeaux, France, known for its parks and suburban character.
  • 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_69ca83228b24819085d22e7dc99f5d94 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe644c4648190a14dcaeaa90d72c7 completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e9219108190979430a4308fc4c5 completed April 2, 2026, 11:10 a.m.
NEDg Description generation batch_69ce5028c38c81908e81390d0be21387 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce517fea7c819098d0343fd2c4ccdd completed April 2, 2026, 11:22 a.m.
Created at: March 30, 2026, 6:16 p.m.