Triple

T8585256
Position Surface form Disambiguated ID Type / Status
Subject Yusuf Hamied E203289 entity
Predicate spouse P13 FINISHED
Object Farida Hamied
Farida Hamied is the wife of Indian scientist and pharmaceutical entrepreneur Yusuf Hamied, associated with the prominent Hamied family behind Cipla.
E744364 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: Farida Hamied | Statement: [Yusuf Hamied, spouse, Farida Hamied]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farida Hamied
Context triple: [Yusuf Hamied, spouse, Farida Hamied]
  • A. Grace Wahba
    Grace Wahba is an American statistician renowned for her pioneering work in smoothing splines, regularization methods, and machine learning, particularly in nonparametric function estimation.
  • B. Mary Barakat
    Mary Barakat is known primarily as the wife of renowned Egyptian film director Henry Barakat.
  • C. Saray El-Qobba
    Saray El-Qobba is a metro station in Cairo, Egypt, located in the Heliopolis area and integrated into the city's primary urban rail network.
  • D. Safia Farkash
    Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
  • E. Lisa Najeeb Halaby
    Lisa Najeeb Halaby, better known as Queen Noor of Jordan, is an American-born Jordanian royal, widow of King Hussein, and a prominent advocate for peace, human rights, and sustainable development.
  • 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: Farida Hamied
Triple: [Yusuf Hamied, spouse, Farida Hamied]
Generated description
Farida Hamied is the wife of Indian scientist and pharmaceutical entrepreneur Yusuf Hamied, associated with the prominent Hamied family behind Cipla.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farida Hamied
Target entity description: Farida Hamied is the wife of Indian scientist and pharmaceutical entrepreneur Yusuf Hamied, associated with the prominent Hamied family behind Cipla.
  • A. Grace Wahba
    Grace Wahba is an American statistician renowned for her pioneering work in smoothing splines, regularization methods, and machine learning, particularly in nonparametric function estimation.
  • B. Mary Barakat
    Mary Barakat is known primarily as the wife of renowned Egyptian film director Henry Barakat.
  • C. Saray El-Qobba
    Saray El-Qobba is a metro station in Cairo, Egypt, located in the Heliopolis area and integrated into the city's primary urban rail network.
  • D. Safia Farkash
    Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
  • E. Lisa Najeeb Halaby
    Lisa Najeeb Halaby, better known as Queen Noor of Jordan, is an American-born Jordanian royal, widow of King Hussein, and a prominent advocate for peace, human rights, and sustainable development.
  • 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_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc457ab8b08190a53c730417288deb completed March 31, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89c3421881908cfecba9a330b9c7 completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8d893cb48190ac5f8a38b21d016c completed April 2, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69ce91659b948190ad2c486b5dfa0a94 completed April 2, 2026, 3:55 p.m.
Created at: March 30, 2026, 6:22 p.m.