Triple

T7791736
Position Surface form Disambiguated ID Type / Status
Subject Humayun Azad E180194 entity
Predicate spouse P13 FINISHED
Object Afroza Azad
Afroza Azad is best known as the wife of prominent Bangladeshi writer, linguist, and intellectual Humayun Azad.
E693860 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: Afroza Azad | Statement: [Humayun Azad, spouse, Afroza Azad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afroza Azad
Context triple: [Humayun Azad, spouse, Afroza Azad]
  • A. Gauhar Ara Begum
    Gauhar Ara Begum was a Mughal princess, the daughter of Emperor Shah Jahan and his famed consort Mumtaz Mahal, and a member of the imperial family during the empire’s zenith in 17th-century India.
  • B. Asmat Begum
    Asmat Begum was a Mughal noblewoman and relative of Empress Nur Jahan, remembered primarily for her association with the imperial family and her burial in the famed Itmad-ud-Daulah's Tomb in Agra.
  • C. Zarina Wahab
    Zarina Wahab is an Indian film and television actress known for her acclaimed performances in Hindi and Malayalam cinema since the 1970s.
  • D. Salima Hashmi
    Salima Hashmi is a prominent Pakistani artist, art educator, and curator known for her influential role in contemporary South Asian art and for being the daughter of renowned poet Faiz Ahmed Faiz.
  • E. Bilquis Hyder
    Bilquis Hyder is a central female character in Salman Rushdie’s novel "Shame," embodying themes of power, tradition, and the complexities of Pakistani society.
  • 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: Afroza Azad
Triple: [Humayun Azad, spouse, Afroza Azad]
Generated description
Afroza Azad is best known as the wife of prominent Bangladeshi writer, linguist, and intellectual Humayun Azad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afroza Azad
Target entity description: Afroza Azad is best known as the wife of prominent Bangladeshi writer, linguist, and intellectual Humayun Azad.
  • A. Gauhar Ara Begum
    Gauhar Ara Begum was a Mughal princess, the daughter of Emperor Shah Jahan and his famed consort Mumtaz Mahal, and a member of the imperial family during the empire’s zenith in 17th-century India.
  • B. Asmat Begum
    Asmat Begum was a Mughal noblewoman and relative of Empress Nur Jahan, remembered primarily for her association with the imperial family and her burial in the famed Itmad-ud-Daulah's Tomb in Agra.
  • C. Zarina Wahab
    Zarina Wahab is an Indian film and television actress known for her acclaimed performances in Hindi and Malayalam cinema since the 1970s.
  • D. Salima Hashmi
    Salima Hashmi is a prominent Pakistani artist, art educator, and curator known for her influential role in contemporary South Asian art and for being the daughter of renowned poet Faiz Ahmed Faiz.
  • E. Bilquis Hyder
    Bilquis Hyder is a central female character in Salman Rushdie’s novel "Shame," embodying themes of power, tradition, and the complexities of Pakistani society.
  • 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_69ca827d22208190b4dc5aa680edcf5d completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cae9375dcc8190a6cb696c02aeceb7 completed March 30, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb13b38e708190a688ce4effbf7c48 completed March 31, 2026, 12:22 a.m.
NEDg Description generation batch_69cb1636b0d48190a57c2d3a7b3b41ed completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a29d2988190bb64aada0d2ef463 completed March 31, 2026, 12:49 a.m.
Created at: March 30, 2026, 4:30 p.m.