Triple

T8370281
Position Surface form Disambiguated ID Type / Status
Subject Bilma cross E197435 entity
Predicate associatedWith P37 FINISHED
Object Bilma
Bilma is an oasis town in northeastern Niger, historically significant as a key stop on trans-Saharan trade routes and known for its traditional salt production.
 E727099 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 | Statement: [Bilma cross, associatedWith, Bilma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bilma
Context triple: [Bilma cross, associatedWith, Bilma]
  • A. Buin
    Buin is a Chilean town and commune located south of Santiago, known for its agricultural activity and the Buin Zoo.
  • B. Buin
    Buin are an indigenous ethnic group from the southern part of Bougainville Island in Papua New Guinea, known for their distinct language and cultural traditions.
  • C. Bida
    Bida is a prominent town in Niger State, central Nigeria, known as a commercial and cultural hub of the Nupe people.
  • D. Hadrut
    Hadrut is a town in the Nagorno-Karabakh region, historically part of the Shusha uezd, known for its strategic location and role in regional conflicts between Armenia and Azerbaijan.
  • E. Berhida
    Berhida is a small town in western Hungary known for its industrial background and location near the city of Veszprém.
  • 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
Triple: [Bilma cross, associatedWith, Bilma]
Generated description
Bilma is an oasis town in northeastern Niger, historically significant as a key stop on trans-Saharan trade routes and known for its traditional salt production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bilma
Target entity description: Bilma is an oasis town in northeastern Niger, historically significant as a key stop on trans-Saharan trade routes and known for its traditional salt production.
  • A. Buin
    Buin is a Chilean town and commune located south of Santiago, known for its agricultural activity and the Buin Zoo.
  • B. Buin
    Buin are an indigenous ethnic group from the southern part of Bougainville Island in Papua New Guinea, known for their distinct language and cultural traditions.
  • C. Bida
    Bida is a prominent town in Niger State, central Nigeria, known as a commercial and cultural hub of the Nupe people.
  • D. Hadrut
    Hadrut is a town in the Nagorno-Karabakh region, historically part of the Shusha uezd, known for its strategic location and role in regional conflicts between Armenia and Azerbaijan.
  • E. Berhida
    Berhida is a small town in western Hungary known for its industrial background and location near the city of Veszprém.
  • 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_69cdc79752b48190933ea644a59f2305 completed April 2, 2026, 1:34 a.m.
NEDg Description generation batch_69cdcc88ee7881909c81d55a5354cbae completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd366df88190aefa4fe9d5d470e6 completed April 2, 2026, 1:58 a.m.
Created at: March 30, 2026, 6:01 p.m.