Triple

T8370282
Position Surface form Disambiguated ID Type / Status
Subject Bilma cross E197435 entity
Predicate associatedWith P37 FINISHED
Object Bilma region
The Bilma region is a sparsely populated desert area in northeastern Niger, known for its historic salt caravans, oases, and role as a key stop on trans-Saharan trade routes.
 E729421 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: Bilma region | Statement: [Bilma cross, associatedWith, Bilma region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bilma region
Context triple: [Bilma cross, associatedWith, Bilma region]
  • A. Umiray region
    The Umiray region is an area in the Philippines inhabited by the Dumagat/Umiray indigenous people, known as the homeland of the Umiray Dumaget language.
  • B. Ahal Region
    Ahal Region is an administrative province in south-central Turkmenistan that surrounds the capital city, Ashgabat.
  • C. Razih region
    The Razih region is a mountainous area in northwestern Yemen known for its distinct local culture and dialects, including Razihi Arabic.
  • D. Omusati Region
    Omusati Region is an administrative region in northwestern Namibia known for its predominantly rural communities, subsistence agriculture, and proximity to the Angolan border.
  • E. Lebap Region
    Lebap Region is an administrative province in eastern Turkmenistan known for its major city Turkmenabat and its location along the Amu Darya River.
  • 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: Bilma region
Triple: [Bilma cross, associatedWith, Bilma region]
Generated description
The Bilma region is a sparsely populated desert area in northeastern Niger, known for its historic salt caravans, oases, and role as a key stop on trans-Saharan trade routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bilma region
Target entity description: The Bilma region is a sparsely populated desert area in northeastern Niger, known for its historic salt caravans, oases, and role as a key stop on trans-Saharan trade routes.
  • A. Umiray region
    The Umiray region is an area in the Philippines inhabited by the Dumagat/Umiray indigenous people, known as the homeland of the Umiray Dumaget language.
  • B. Ahal Region
    Ahal Region is an administrative province in south-central Turkmenistan that surrounds the capital city, Ashgabat.
  • C. Razih region
    The Razih region is a mountainous area in northwestern Yemen known for its distinct local culture and dialects, including Razihi Arabic.
  • D. Omusati Region
    Omusati Region is an administrative region in northwestern Namibia known for its predominantly rural communities, subsistence agriculture, and proximity to the Angolan border.
  • E. Lebap Region
    Lebap Region is an administrative province in eastern Turkmenistan known for its major city Turkmenabat and its location along the Amu Darya River.
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a400888190bef114052f3c4f76 completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde7d0a6d081909ffe138f80605992 completed April 2, 2026, 3:51 a.m.
NEDg Description generation batch_69cdeb2209908190a9c2b7258295561e completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec53410c8190b4c5e412922801dd completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 6:01 p.m.