Triple

T1603308
Position Surface form Disambiguated ID Type / Status
Subject Ashraf Ghani E34442 entity
Predicate spouse P13 FINISHED
Object Rula Ghani
Rula Ghani is the former First Lady of Afghanistan, known for her advocacy on women's rights and social issues during her husband Ashraf Ghani's presidency.
 E182895 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: Rula Ghani | Statement: [Ashraf Ghani, spouse, Rula Ghani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rula Ghani
Context triple: [Ashraf Ghani, spouse, Rula Ghani]
  • A. Sajida Talfah
    Sajida Talfah was the first wife and cousin of former Iraqi president Saddam Hussein and the mother of several of his children.
  • B. Safa Zaki
    Safa Zaki is a cognitive psychologist and academic leader who became the first woman to serve as president of Bowdoin College.
  • C. Hina Jilani
    Hina Jilani is a prominent Pakistani lawyer and human rights activist known for her pioneering work in women's rights, civil liberties, and international justice.
  • D. Farah Diba
    Farah Diba is the former Empress (Shahbanu) of Iran, known for her marriage to Shah Mohammad Reza Pahlavi and her prominent role in Iran’s cultural and social modernization before the 1979 revolution.
  • E. Hanan Hashim
    Hanan Hashim is the mother of Queen Alia al-Hussein of Jordan and a member of the extended Jordanian royal family.
  • 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: Rula Ghani
Triple: [Ashraf Ghani, spouse, Rula Ghani]
Generated description
Rula Ghani is the former First Lady of Afghanistan, known for her advocacy on women's rights and social issues during her husband Ashraf Ghani's presidency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rula Ghani
Target entity description: Rula Ghani is the former First Lady of Afghanistan, known for her advocacy on women's rights and social issues during her husband Ashraf Ghani's presidency.
  • A. Sajida Talfah
    Sajida Talfah was the first wife and cousin of former Iraqi president Saddam Hussein and the mother of several of his children.
  • B. Safa Zaki
    Safa Zaki is a cognitive psychologist and academic leader who became the first woman to serve as president of Bowdoin College.
  • C. Hina Jilani
    Hina Jilani is a prominent Pakistani lawyer and human rights activist known for her pioneering work in women's rights, civil liberties, and international justice.
  • D. Farah Diba
    Farah Diba is the former Empress (Shahbanu) of Iran, known for her marriage to Shah Mohammad Reza Pahlavi and her prominent role in Iran’s cultural and social modernization before the 1979 revolution.
  • E. Hanan Hashim
    Hanan Hashim is the mother of Queen Alia al-Hussein of Jordan and a member of the extended Jordanian royal family.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62292d1c819080b597199dc6b8d5 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bcdebc81909520786c560598b6 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad52c9e3e8819094a91530ec91541c completed March 8, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69ad5330a9048190bd07e118c09d7eae completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.