Triple

T15648232
Position Surface form Disambiguated ID Type / Status
Subject Banaskantha district E376236 entity
Predicate hasTown P847 FINISHED
Object Lakhani
Lakhani is a town in the Banaskantha district of Gujarat, India, known as a local commercial and administrative center for the surrounding rural region.
 E1169439 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: Lakhani | Statement: [Banaskantha district, hasTown, Lakhani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lakhani
Context triple: [Banaskantha district, hasTown, Lakhani]
  • A. Gulani
    Gulani is a local government area in northeastern Nigeria known for its rural communities within Yobe State.
  • B. Kanwal
    Kanwal is a residential suburb on the Central Coast of New South Wales, Australia, known for its family-friendly community and proximity to local schools, parks, and medical facilities.
  • C. Gurbaksh
    Gurbaksh is the given name of Gurbaksh Singh Dhillon, an Indian nationalist and officer of the Indian National Army known for his role in the independence movement.
  • D. Bakshi
    Bakshi was a key Mughal administrative and military officer responsible for managing pay, recruitment, and organization of troops within the empire.
  • E. Bhandari
    Bhandari is a common South Asian surname, particularly found in Nepal and India, associated with various communities and notable public figures.
  • 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: Lakhani
Triple: [Banaskantha district, hasTown, Lakhani]
Generated description
Lakhani is a town in the Banaskantha district of Gujarat, India, known as a local commercial and administrative center for the surrounding rural region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lakhani
Target entity description: Lakhani is a town in the Banaskantha district of Gujarat, India, known as a local commercial and administrative center for the surrounding rural region.
  • A. Gulani
    Gulani is a local government area in northeastern Nigeria known for its rural communities within Yobe State.
  • B. Kanwal
    Kanwal is a residential suburb on the Central Coast of New South Wales, Australia, known for its family-friendly community and proximity to local schools, parks, and medical facilities.
  • C. Gurbaksh
    Gurbaksh is the given name of Gurbaksh Singh Dhillon, an Indian nationalist and officer of the Indian National Army known for his role in the independence movement.
  • D. Bakshi
    Bakshi was a key Mughal administrative and military officer responsible for managing pay, recruitment, and organization of troops within the empire.
  • E. Bhandari
    Bhandari is a common South Asian surname, particularly found in Nepal and India, associated with various communities and notable public figures.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed7212c8190be6ff76afa25f7ca completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff67936e388190913c9060194e5b53 completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff6883b5048190b64e4361bc89dd80 completed May 9, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff6911a76c819088c8a86d2106b6c6 completed May 9, 2026, 5:04 p.m.
Created at: April 10, 2026, 4:15 a.m.