Triple

T13483864
Position Surface form Disambiguated ID Type / Status
Subject Lakki Marwat District E318441 entity
Predicate hasSettlement P1068 FINISHED
Object Gandi Chowk
Gandi Chowk is a town and local commercial hub located in Lakki Marwat District of Khyber Pakhtunkhwa, Pakistan.
E1042022 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: Gandi Chowk | Statement: [Lakki Marwat District, hasSettlement, Gandi Chowk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gandi Chowk
Context triple: [Lakki Marwat District, hasSettlement, Gandi Chowk]
  • A. Chatta Chowk
    Chatta Chowk is a historic covered bazaar inside Delhi’s Red Fort, once serving as a bustling Mughal-era market for luxury goods.
  • B. Jaleb Chowk
    Jaleb Chowk is the main entrance courtyard of Amer Fort in Jaipur, historically used for military parades, royal processions, and public ceremonies.
  • C. Manek Chowk
    Manek Chowk is a historic, bustling public square and marketplace in the old city of Ahmedabad, India, known for its jewelry shops by day and vibrant street food scene by night.
  • D. Regal Chowk
    Regal Chowk is a well-known commercial and traffic junction in Karachi, Pakistan, recognized for its busy markets and central location within the city.
  • E. Jagdish Chowk
    Jagdish Chowk is a prominent public square and bustling landmark area in Udaipur, Rajasthan, known for its proximity to the historic Jagdish Temple and the old city’s markets.
  • 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: Gandi Chowk
Triple: [Lakki Marwat District, hasSettlement, Gandi Chowk]
Generated description
Gandi Chowk is a town and local commercial hub located in Lakki Marwat District of Khyber Pakhtunkhwa, Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gandi Chowk
Target entity description: Gandi Chowk is a town and local commercial hub located in Lakki Marwat District of Khyber Pakhtunkhwa, Pakistan.
  • A. Chatta Chowk
    Chatta Chowk is a historic covered bazaar inside Delhi’s Red Fort, once serving as a bustling Mughal-era market for luxury goods.
  • B. Jaleb Chowk
    Jaleb Chowk is the main entrance courtyard of Amer Fort in Jaipur, historically used for military parades, royal processions, and public ceremonies.
  • C. Manek Chowk
    Manek Chowk is a historic, bustling public square and marketplace in the old city of Ahmedabad, India, known for its jewelry shops by day and vibrant street food scene by night.
  • D. Regal Chowk
    Regal Chowk is a well-known commercial and traffic junction in Karachi, Pakistan, recognized for its busy markets and central location within the city.
  • E. Jagdish Chowk
    Jagdish Chowk is a prominent public square and bustling landmark area in Udaipur, Rajasthan, known for its proximity to the historic Jagdish Temple and the old city’s markets.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf3868ec8190a6a1803018d4f2d8 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7463715dc8190a70a17b3ea661006 completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74bac36e081909dae786e14883e3c completed May 3, 2026, 1:20 p.m.
NED2 Entity disambiguation (via description) batch_69f74c5195188190bad111b301713426 completed May 3, 2026, 1:23 p.m.
Created at: April 9, 2026, 9:42 p.m.