Triple

T12190306
Position Surface form Disambiguated ID Type / Status
Subject Liaquatabad Town E290443 entity
Predicate hasMarket P2714 FINISHED
Object Gulbahar Market
Gulbahar Market is a busy local marketplace in Liaquatabad Town, Karachi, known for its dense cluster of shops and everyday consumer goods.
E964453 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: Gulbahar Market | Statement: [Liaquatabad Town, hasMarket, Gulbahar Market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulbahar Market
Context triple: [Liaquatabad Town, hasMarket, Gulbahar Market]
  • A. Sardar Market
    Sardar Market is a bustling traditional bazaar in Jodhpur, Rajasthan, known for its vibrant stalls selling handicrafts, textiles, spices, and local goods around the iconic Ghanta Ghar (Clock Tower).
  • B. Laad Bazaar
    Laad Bazaar is a historic and bustling market in Hyderabad, India, famed for its traditional lacquer bangles, bridal wear, and old-city charm near the Charminar.
  • C. Kinari Bazaar
    Kinari Bazaar is a famous traditional market in Old Delhi known for its ornate wedding accessories, decorative trimmings, and festive fabrics.
  • D. Sarafa Bazaar
    Sarafa Bazaar is a famous marketplace in Indore known for its jewelry shops by day and vibrant street food scene by night.
  • E. Resham Bazaar
    Resham Bazaar is a prominent traditional marketplace in Hyderabad, Sindh, known for its vibrant trade in textiles, handicrafts, and local goods.
  • 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: Gulbahar Market
Triple: [Liaquatabad Town, hasMarket, Gulbahar Market]
Generated description
Gulbahar Market is a busy local marketplace in Liaquatabad Town, Karachi, known for its dense cluster of shops and everyday consumer goods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulbahar Market
Target entity description: Gulbahar Market is a busy local marketplace in Liaquatabad Town, Karachi, known for its dense cluster of shops and everyday consumer goods.
  • A. Sardar Market
    Sardar Market is a bustling traditional bazaar in Jodhpur, Rajasthan, known for its vibrant stalls selling handicrafts, textiles, spices, and local goods around the iconic Ghanta Ghar (Clock Tower).
  • B. Laad Bazaar
    Laad Bazaar is a historic and bustling market in Hyderabad, India, famed for its traditional lacquer bangles, bridal wear, and old-city charm near the Charminar.
  • C. Kinari Bazaar
    Kinari Bazaar is a famous traditional market in Old Delhi known for its ornate wedding accessories, decorative trimmings, and festive fabrics.
  • D. Sarafa Bazaar
    Sarafa Bazaar is a famous marketplace in Indore known for its jewelry shops by day and vibrant street food scene by night.
  • E. Resham Bazaar
    Resham Bazaar is a prominent traditional marketplace in Hyderabad, Sindh, known for its vibrant trade in textiles, handicrafts, and local goods.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c5340248190b79379423f3a3ca1 completed April 10, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6b240f88190af916054869c3b95 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5ff826ea08190a6780351e4b927ac completed May 2, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69f60185ce8c8190abe3b1f633aac55d completed May 2, 2026, 1:52 p.m.
Created at: April 8, 2026, 9:50 p.m.