Triple

T212723
Position Surface form Disambiguated ID Type / Status
Subject Muhammad E4752 entity
Predicate firstWife P13 FINISHED
Object Khadijah bint Khuwaylid
Khadijah bint Khuwaylid was a wealthy and respected Meccan businesswoman who became the first person to embrace Islam and a key supporter of the Prophet Muhammad.
E28128 NE FINISHED

How this triple was built (5 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: Khadijah bint Khuwaylid | Statement: [Muhammad, firstWife, Khadijah bint Khuwaylid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khadijah bint Khuwaylid
Context triple: [Muhammad, firstWife, Khadijah bint Khuwaylid]
  • A. Aminah bint Wahb
    Aminah bint Wahb was the mother of the Islamic prophet Muhammad and a member of the Quraysh tribe in Mecca.
  • B. Dina bint Abdul-Hamid
    Dina bint Abdul-Hamid was a Jordanian princess and the first wife of King Hussein of Jordan, who briefly served as Queen consort in the 1950s.
  • C. Queen Zein al-Sharaf
    Queen Zein al-Sharaf was a prominent Jordanian queen and political figure known for her influential role in shaping modern Jordan and supporting social and constitutional reforms in the mid-20th century.
  • D. Caliph Abu Bakr
    Caliph Abu Bakr was the first successor to the Prophet Muhammad and an early leader of the Muslim community who played a crucial role in preserving and consolidating Islam after Muhammad’s death.
  • E. Muhammad
    Muhammad is the 7th-century Arab religious, political, and social leader regarded by Muslims as the final prophet and messenger of God in Islam.
  • 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: Khadijah bint Khuwaylid
Triple: [Muhammad, firstWife, Khadijah bint Khuwaylid]
Generated description
Khadijah bint Khuwaylid was a wealthy and respected Meccan businesswoman who became the first person to embrace Islam and a key supporter of the Prophet Muhammad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khadijah bint Khuwaylid
Target entity description: Khadijah bint Khuwaylid was a wealthy and respected Meccan businesswoman who became the first person to embrace Islam and a key supporter of the Prophet Muhammad.
  • A. Aminah bint Wahb
    Aminah bint Wahb was the mother of the Islamic prophet Muhammad and a member of the Quraysh tribe in Mecca.
  • B. Dina bint Abdul-Hamid
    Dina bint Abdul-Hamid was a Jordanian princess and the first wife of King Hussein of Jordan, who briefly served as Queen consort in the 1950s.
  • C. Queen Zein al-Sharaf
    Queen Zein al-Sharaf was a prominent Jordanian queen and political figure known for her influential role in shaping modern Jordan and supporting social and constitutional reforms in the mid-20th century.
  • D. Caliph Abu Bakr
    Caliph Abu Bakr was the first successor to the Prophet Muhammad and an early leader of the Muslim community who played a crucial role in preserving and consolidating Islam after Muhammad’s death.
  • E. Muhammad
    Muhammad is the 7th-century Arab religious, political, and social leader regarded by Muslims as the final prophet and messenger of God in Islam.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstWife
Context triple: [Muhammad, firstWife, Khadijah bint Khuwaylid]
  • A. spouse chosen
    Indicates that two entities are married to each other in a legally or socially recognized partnership.
  • B. marriedInto
    Indicates that one entity became connected to another’s family or group through marriage, rather than by birth or prior membership.
  • C. spouseFamily
    Indicates a family relationship formed through marriage, such as between a person and their spouse’s relatives.
  • D. houseByMarriage
    Indicates a familial or household relationship established through marriage rather than by blood or direct residence.
  • E. stepfatherOf
    Indicates that one person is the male spouse or partner of a child's parent, but is not the child's biological or adoptive father.
  • F. None of above.

Provenance (6 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c313d108190a65d3e939f961bef completed Feb. 28, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34766506c8190a4c661410e0d8b33 completed Feb. 28, 2026, 7:52 p.m.
NEDg Description generation batch_69a34c38fc2881908afe5d3ef34db98e completed Feb. 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69a34ca4faec8190bd09fa0e87fe0bd5 completed Feb. 28, 2026, 8:14 p.m.
PD Predicate disambiguation batch_69a25b509400819093a6c1a1bac861e3 completed Feb. 28, 2026, 3:04 a.m.
Created at: Feb. 28, 2026, 2:52 a.m.