Triple

T12828722
Position Surface form Disambiguated ID Type / Status
Subject Lyari Town E306728 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Agra Taj Colony
Agra Taj Colony is a residential neighborhood located within the Lyari area of Karachi, Pakistan.
E1005715 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: Agra Taj Colony | Statement: [Lyari Town, hasNeighbourhood, Agra Taj Colony]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agra Taj Colony
Context triple: [Lyari Town, hasNeighbourhood, Agra Taj Colony]
  • A. Amar Colony
    Amar Colony is a residential neighborhood in South Delhi, India, known for its dense housing, local markets, and proximity to major commercial areas.
  • B. Bilal Colony
    Bilal Colony is a residential neighborhood located within the Korangi District of Karachi, Pakistan.
  • C. Abul Fazal Enclave
    Abul Fazal Enclave is a densely populated residential neighborhood in the Okhla area of South East Delhi, known for its largely Muslim community, busy markets, and proximity to Jamia Millia Islamia.
  • D. Kailash Colony
    Kailash Colony is an upscale residential and commercial neighborhood in South Delhi known for its central location, metro connectivity, and mix of markets, eateries, and housing.
  • E. Pathan Colony
    Pathan Colony is a residential neighborhood located within SITE Town in Karachi, Pakistan.
  • 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: Agra Taj Colony
Triple: [Lyari Town, hasNeighbourhood, Agra Taj Colony]
Generated description
Agra Taj Colony is a residential neighborhood located within the Lyari area of Karachi, Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agra Taj Colony
Target entity description: Agra Taj Colony is a residential neighborhood located within the Lyari area of Karachi, Pakistan.
  • A. Amar Colony
    Amar Colony is a residential neighborhood in South Delhi, India, known for its dense housing, local markets, and proximity to major commercial areas.
  • B. Bilal Colony
    Bilal Colony is a residential neighborhood located within the Korangi District of Karachi, Pakistan.
  • C. Abul Fazal Enclave
    Abul Fazal Enclave is a densely populated residential neighborhood in the Okhla area of South East Delhi, known for its largely Muslim community, busy markets, and proximity to Jamia Millia Islamia.
  • D. Kailash Colony
    Kailash Colony is an upscale residential and commercial neighborhood in South Delhi known for its central location, metro connectivity, and mix of markets, eateries, and housing.
  • E. Pathan Colony
    Pathan Colony is a residential neighborhood located within SITE Town in Karachi, Pakistan.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96faf9ae481908265e198f917d1e6 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ed6cc9c8190aa66075505b42ec0 completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f69277d3d88190abce800c01a8026c completed May 3, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69f6938150608190a61206cefa3eca1e completed May 3, 2026, 12:14 a.m.
Created at: April 9, 2026, 5:34 p.m.