Triple

T16997021
Position Surface form Disambiguated ID Type / Status
Subject Agout valley E412342 entity
Predicate locatedIn P40 FINISHED
Object Haut-Languedoc region
The Haut-Languedoc region is a mountainous and rural area in southern France known for its scenic valleys, forests, and traditional villages within the Haut-Languedoc Regional Natural Park.
E1254914 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: Haut-Languedoc region | Statement: [Agout valley, locatedIn, Haut-Languedoc region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haut-Languedoc region
Context triple: [Agout valley, locatedIn, Haut-Languedoc region]
  • A. Languedoc
    Languedoc is a historic region in southern France known for its Occitan culture, medieval towns, and long-standing wine-making tradition.
  • B. Languedoc-Roussillon
    Languedoc-Roussillon was a former administrative region in southern France, stretching from the Pyrenees to the Mediterranean and known for its historic cities, vineyards, and diverse landscapes.
  • C. Pays de Lunel
    Pays de Lunel is a French intercommunal structure (communauté de communes) that groups together Lunel and neighboring municipalities in the Hérault department for cooperative local governance and shared public services.
  • D. Occitanie
    Occitanie is a large administrative region in southern France known for its Mediterranean coastline, historic cities like Toulouse and Montpellier, and diverse landscapes ranging from coastal plains to the Pyrenees.
  • E. Cahors region
    The Cahors region is a renowned wine-producing area in southwestern France, historically famous for its robust, dark red wines primarily made from Malbec.
  • 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: Haut-Languedoc region
Triple: [Agout valley, locatedIn, Haut-Languedoc region]
Generated description
The Haut-Languedoc region is a mountainous and rural area in southern France known for its scenic valleys, forests, and traditional villages within the Haut-Languedoc Regional Natural Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haut-Languedoc region
Target entity description: The Haut-Languedoc region is a mountainous and rural area in southern France known for its scenic valleys, forests, and traditional villages within the Haut-Languedoc Regional Natural Park.
  • A. Languedoc
    Languedoc is a historic region in southern France known for its Occitan culture, medieval towns, and long-standing wine-making tradition.
  • B. Languedoc-Roussillon
    Languedoc-Roussillon was a former administrative region in southern France, stretching from the Pyrenees to the Mediterranean and known for its historic cities, vineyards, and diverse landscapes.
  • C. Pays de Lunel
    Pays de Lunel is a French intercommunal structure (communauté de communes) that groups together Lunel and neighboring municipalities in the Hérault department for cooperative local governance and shared public services.
  • D. Occitanie
    Occitanie is a large administrative region in southern France known for its Mediterranean coastline, historic cities like Toulouse and Montpellier, and diverse landscapes ranging from coastal plains to the Pyrenees.
  • E. Cahors region
    The Cahors region is a renowned wine-producing area in southwestern France, historically famous for its robust, dark red wines primarily made from Malbec.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d2885f888190ab1406f55a91bf93 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148201f7c8190a964723ca7ef2b68 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014c12b35c8190ab9ab9d069cd72c4 completed May 11, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_6a014c989de88190bc9abb013c740e0a completed May 11, 2026, 3:27 a.m.
Created at: April 10, 2026, 5:32 a.m.