Triple

T14029478
Position Surface form Disambiguated ID Type / Status
Subject Memons E337548 entity
Predicate communityInstitutions P39016 FINISHED
Object Memon welfare associations
Memon welfare associations are community-based organizations that provide social, educational, and economic support services to members of the Memon community.
E1074874 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: Memon welfare associations | Statement: [Memons, communityInstitutions, Memon welfare associations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Memon welfare associations
Context triple: [Memons, communityInstitutions, Memon welfare associations]
  • A. Khadda Memon Society
    Khadda Memon Society is a residential neighborhood in the Lyari area of Karachi, Pakistan, historically associated with the Memon community.
  • B. Afghan cultural association
    The Afghan cultural association is an organization dedicated to preserving and promoting Afghan heritage, arts, and traditions within the Afghan American community.
  • C. Palli Samaj
    Palli Samaj is a Bengali novel by Sarat Chandra Chattopadhyay that explores rural society, social reform, and human relationships in village life.
  • D. Karakol Society
    The Karakol Society was a clandestine Turkish nationalist organization that played a key role in organizing resistance in Istanbul during the final years of the Ottoman Empire and the Turkish War of Independence.
  • E. Aga Khan Foundation
    The Aga Khan Foundation is a private, non-denominational international development organization that focuses on improving quality of life in some of the world’s poorest and most marginalized communities, particularly in Asia and Africa.
  • 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: Memon welfare associations
Triple: [Memons, communityInstitutions, Memon welfare associations]
Generated description
Memon welfare associations are community-based organizations that provide social, educational, and economic support services to members of the Memon community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Memon welfare associations
Target entity description: Memon welfare associations are community-based organizations that provide social, educational, and economic support services to members of the Memon community.
  • A. Khadda Memon Society
    Khadda Memon Society is a residential neighborhood in the Lyari area of Karachi, Pakistan, historically associated with the Memon community.
  • B. Afghan cultural association
    The Afghan cultural association is an organization dedicated to preserving and promoting Afghan heritage, arts, and traditions within the Afghan American community.
  • C. Palli Samaj
    Palli Samaj is a Bengali novel by Sarat Chandra Chattopadhyay that explores rural society, social reform, and human relationships in village life.
  • D. Karakol Society
    The Karakol Society was a clandestine Turkish nationalist organization that played a key role in organizing resistance in Istanbul during the final years of the Ottoman Empire and the Turkish War of Independence.
  • E. Aga Khan Foundation
    The Aga Khan Foundation is a private, non-denominational international development organization that focuses on improving quality of life in some of the world’s poorest and most marginalized communities, particularly in Asia and Africa.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2fa9f8248190930954d609dee5f1 completed April 14, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc335a474819084c310b10e0ded9a completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fbc51585608190817e9a80666b7740 completed May 6, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69fbc57bf4188190aace2c976d842b43 completed May 6, 2026, 10:49 p.m.
Created at: April 9, 2026, 10:20 p.m.