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.