Triple

T12828723
Position Surface form Disambiguated ID Type / Status
Subject Lyari Town E306728 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Khadda Memon Society
Khadda Memon Society is a residential neighborhood in the Lyari area of Karachi, Pakistan, historically associated with the Memon community.
E1005716 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: Khadda Memon Society | Statement: [Lyari Town, hasNeighbourhood, Khadda Memon Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khadda Memon Society
Context triple: [Lyari Town, hasNeighbourhood, Khadda Memon Society]
  • A. Majlis Khuddam-ul-Ahmadiyya
    Majlis Khuddam-ul-Ahmadiyya is the worldwide youth auxiliary organization of the Ahmadiyya Muslim Community, dedicated to training and engaging young men in religious, moral, and community service activities.
  • B. Anjuman-e-Khawatin-e-Islam
    Anjuman-e-Khawatin-e-Islam was a pioneering Muslim women’s organization in Bengal dedicated to advancing women’s education, social reform, and rights in the early 20th century.
  • C. Shuhada Organization
    Shuhada Organization is an Afghan non-governmental organization focused on providing healthcare, education, and human rights support, particularly for women and marginalized communities.
  • D. Jamiat Ulema-e-Hind
    Jamiat Ulema-e-Hind is a prominent Indian Islamic scholars' organization rooted in the Deobandi Sunni tradition, known for its religious guidance, socio-political activism, and role in Muslim community affairs in India.
  • E. Muttahida Majlis-e-Amal (MMA)
    Muttahida Majlis-e-Amal (MMA) is a Pakistani political alliance of conservative and religious parties that has played a significant role in Islamist politics and parliamentary negotiations in the country.
  • 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: Khadda Memon Society
Triple: [Lyari Town, hasNeighbourhood, Khadda Memon Society]
Generated description
Khadda Memon Society is a residential neighborhood in the Lyari area of Karachi, Pakistan, historically associated with the Memon community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khadda Memon Society
Target entity description: Khadda Memon Society is a residential neighborhood in the Lyari area of Karachi, Pakistan, historically associated with the Memon community.
  • A. Majlis Khuddam-ul-Ahmadiyya
    Majlis Khuddam-ul-Ahmadiyya is the worldwide youth auxiliary organization of the Ahmadiyya Muslim Community, dedicated to training and engaging young men in religious, moral, and community service activities.
  • B. Anjuman-e-Khawatin-e-Islam
    Anjuman-e-Khawatin-e-Islam was a pioneering Muslim women’s organization in Bengal dedicated to advancing women’s education, social reform, and rights in the early 20th century.
  • C. Shuhada Organization
    Shuhada Organization is an Afghan non-governmental organization focused on providing healthcare, education, and human rights support, particularly for women and marginalized communities.
  • D. Jamiat Ulema-e-Hind
    Jamiat Ulema-e-Hind is a prominent Indian Islamic scholars' organization rooted in the Deobandi Sunni tradition, known for its religious guidance, socio-political activism, and role in Muslim community affairs in India.
  • E. Muttahida Majlis-e-Amal (MMA)
    Muttahida Majlis-e-Amal (MMA) is a Pakistani political alliance of conservative and religious parties that has played a significant role in Islamist politics and parliamentary negotiations in the country.
  • 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.