Triple

T14135862
Position Surface form Disambiguated ID Type / Status
Subject Khanzada Begum E350292 entity
Predicate spouse P13 FINISHED
Object Mahdi Khwaja
Mahdi Khwaja was a nobleman of the early Mughal period, known primarily as the husband of Khanzada Begum, sister of Emperor Babur.
E1083036 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: Mahdi Khwaja | Statement: [Khanzada Begum, spouse, Mahdi Khwaja]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mahdi Khwaja
Context triple: [Khanzada Begum, spouse, Mahdi Khwaja]
  • A. Mohammad Azar
    Mohammad Azar is a machine learning researcher known for co-authoring the influential Rainbow DQN algorithm in deep reinforcement learning.
  • B. Amir Mahdi
    Amir Mahdi was a Pakistani high-altitude porter and climber known for his crucial support role in the 1954 Italian Karakoram expedition that achieved the first ascent of K2.
  • C. Sarmad Kashani
    Sarmad Kashani was a 17th-century Persian-Armenian mystic, poet, and Sufi saint known for his unorthodox spirituality and eventual execution in Mughal India.
  • D. Mohammad Mohaqiq
    Mohammad Mohaqiq is an Afghan Hazara political leader and former mujahideen commander who has played a prominent role in Afghanistan’s post-Taliban politics.
  • E. Ali Askari
    Ali Askari was a Kurdish political and military figure known as one of the early leaders and co-founders of the Patriotic Union of Kurdistan (PUK).
  • 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: Mahdi Khwaja
Triple: [Khanzada Begum, spouse, Mahdi Khwaja]
Generated description
Mahdi Khwaja was a nobleman of the early Mughal period, known primarily as the husband of Khanzada Begum, sister of Emperor Babur.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mahdi Khwaja
Target entity description: Mahdi Khwaja was a nobleman of the early Mughal period, known primarily as the husband of Khanzada Begum, sister of Emperor Babur.
  • A. Mohammad Azar
    Mohammad Azar is a machine learning researcher known for co-authoring the influential Rainbow DQN algorithm in deep reinforcement learning.
  • B. Amir Mahdi
    Amir Mahdi was a Pakistani high-altitude porter and climber known for his crucial support role in the 1954 Italian Karakoram expedition that achieved the first ascent of K2.
  • C. Sarmad Kashani
    Sarmad Kashani was a 17th-century Persian-Armenian mystic, poet, and Sufi saint known for his unorthodox spirituality and eventual execution in Mughal India.
  • D. Mohammad Mohaqiq
    Mohammad Mohaqiq is an Afghan Hazara political leader and former mujahideen commander who has played a prominent role in Afghanistan’s post-Taliban politics.
  • E. Ali Askari
    Ali Askari was a Kurdish political and military figure known as one of the early leaders and co-founders of the Patriotic Union of Kurdistan (PUK).
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de610e949c8190852d336c9d12bfd0 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7e485fc8190aad0cce445aaec1a completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fcfc4571f88190a7ddca8aac0951a8 completed May 7, 2026, 8:55 p.m.
NED2 Entity disambiguation (via description) batch_69fcfca211d88190a3186a1e65c39b98 completed May 7, 2026, 8:57 p.m.
Created at: April 10, 2026, 12:13 a.m.