Triple

T13111531
Position Surface form Disambiguated ID Type / Status
Subject Shigar District E310982 entity
Predicate hasSettlement P1068 FINISHED
Object Arandu
Arandu is a village located in Pakistan’s northern mountainous region, near the border with Afghanistan, known as one of the last settlements in the Chitral area.
 E1023120 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: Arandu | Statement: [Shigar District, hasSettlement, Arandu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arandu
Context triple: [Shigar District, hasSettlement, Arandu]
  • A. Mangu
    Mangu is a town and local government area in central Nigeria known for its agricultural activities and ethnic diversity within Plateau State.
  • B. Arandis
    Arandis is a small mining town in Namibia known primarily for its proximity to the Rossing uranium mine.
  • C. Gunalda
    Gunalda is a small rural town in Queensland, Australia, situated inland within the Fraser Coast Region and known for its agricultural surroundings and local community facilities.
  • D. Perenaar
    A Perenaar is a person who originates from or is a resident of the place called Peer.
  • E. Machaon
    Machaon is a figure from Greek mythology, renowned as a skilled healer and son of the legendary physician Asclepius.
  • 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: Arandu
Triple: [Shigar District, hasSettlement, Arandu]
Generated description
Arandu is a village located in Pakistan’s northern mountainous region, near the border with Afghanistan, known as one of the last settlements in the Chitral area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arandu
Target entity description: Arandu is a village located in Pakistan’s northern mountainous region, near the border with Afghanistan, known as one of the last settlements in the Chitral area.
  • A. Mangu
    Mangu is a town and local government area in central Nigeria known for its agricultural activities and ethnic diversity within Plateau State.
  • B. Arandis
    Arandis is a small mining town in Namibia known primarily for its proximity to the Rossing uranium mine.
  • C. Gunalda
    Gunalda is a small rural town in Queensland, Australia, situated inland within the Fraser Coast Region and known for its agricultural surroundings and local community facilities.
  • D. Perenaar
    A Perenaar is a person who originates from or is a resident of the place called Peer.
  • E. Machaon
    Machaon is a figure from Greek mythology, renowned as a skilled healer and son of the legendary physician Asclepius.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9817e4f408190b77c198b4157d77a completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27d8110819087ade3537f867ae0 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e4c5e2888190b0bfcdf2cc25ad5f completed May 3, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69f6e5979df881909db42a735b9b1064 completed May 3, 2026, 6:05 a.m.
Created at: April 9, 2026, 9:05 p.m.