Triple

T5012934
Position Surface form Disambiguated ID Type / Status
Subject Carcassonne Airport E112668 entity
Predicate operator P179 FINISHED
Object CCI Carcassonne Limoux Castelnaudary
CCI Carcassonne Limoux Castelnaudary is a French chamber of commerce and industry serving the Carcassonne, Limoux, and Castelnaudary area, supporting local businesses and managing regional economic infrastructure.
 E487373 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: CCI Carcassonne Limoux Castelnaudary | Statement: [Carcassonne Airport, operator, CCI Carcassonne Limoux Castelnaudary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CCI Carcassonne Limoux Castelnaudary
Context triple: [Carcassonne Airport, operator, CCI Carcassonne Limoux Castelnaudary]
  • A. Limoux
    Limoux is a small town in southern France known for its sparkling wine Blanquette de Limoux and its long-running carnival traditions.
  • B. Colomiers
    Colomiers is a suburban city in southwestern France, known as part of the Toulouse metropolitan area and for its strong aerospace and industrial sectors.
  • C. Manosque
    Manosque is a historic town in southeastern France’s Provence region, known for its medieval old town, surrounding lavender fields, and proximity to the Luberon mountains.
  • D. Gigondas
    Gigondas is a renowned wine-producing village in France’s southern Rhône Valley, celebrated for its robust red wines primarily made from Grenache.
  • E. Céret
    Céret is a historic town in southern France near the Spanish border, renowned for its modern art museum and its association with early 20th-century artists like Picasso and Braque.
  • 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: CCI Carcassonne Limoux Castelnaudary
Triple: [Carcassonne Airport, operator, CCI Carcassonne Limoux Castelnaudary]
Generated description
CCI Carcassonne Limoux Castelnaudary is a French chamber of commerce and industry serving the Carcassonne, Limoux, and Castelnaudary area, supporting local businesses and managing regional economic infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CCI Carcassonne Limoux Castelnaudary
Target entity description: CCI Carcassonne Limoux Castelnaudary is a French chamber of commerce and industry serving the Carcassonne, Limoux, and Castelnaudary area, supporting local businesses and managing regional economic infrastructure.
  • A. Limoux
    Limoux is a small town in southern France known for its sparkling wine Blanquette de Limoux and its long-running carnival traditions.
  • B. Colomiers
    Colomiers is a suburban city in southwestern France, known as part of the Toulouse metropolitan area and for its strong aerospace and industrial sectors.
  • C. Manosque
    Manosque is a historic town in southeastern France’s Provence region, known for its medieval old town, surrounding lavender fields, and proximity to the Luberon mountains.
  • D. Gigondas
    Gigondas is a renowned wine-producing village in France’s southern Rhône Valley, celebrated for its robust red wines primarily made from Grenache.
  • E. Céret
    Céret is a historic town in southern France near the Spanish border, renowned for its modern art museum and its association with early 20th-century artists like Picasso and Braque.
  • 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_69bd4434acb8819086679dbeccc2fe54 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd730f12a481908a27c15dc73987c6 completed March 20, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9271eccc8190bbe9bdb876b41cb8 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be9653457c819082c4e4436a940f92 completed March 21, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_69be96b861d08190b64145f30b3420b5 completed March 21, 2026, 1:01 p.m.
Created at: March 20, 2026, 1:35 p.m.