Triple

T10943421
Position Surface form Disambiguated ID Type / Status
Subject Fayez Banihammad E258532 entity
Predicate familyName P18 FINISHED
Object Banihammad
Banihammad is an Arabic family name most notably associated with Fayez Banihammad, one of the hijackers involved in the September 11, 2001 attacks.
 E895486 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: Banihammad | Statement: [Fayez Banihammad, familyName, Banihammad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banihammad
Context triple: [Fayez Banihammad, familyName, Banihammad]
  • A. Lubnā bint Hājir
    Lubnā bint Hājir was a wife of ʿAbd al-Muṭṭalib, the grandfather of the Prophet Muhammad, and thus a member of the early Qurayshite nobility in Mecca.
  • B. Barrah bint Samawal
    Barrah bint Samawal was a Jewish woman of Medina known primarily as the wife of the tribal leader Huyayy ibn Akhtab during the time of the Prophet Muhammad.
  • C. Sidana Bani Shaiba
    Sidana Bani Shaiba is a hereditary honorific title associated with the prominent Bani Shaiba family, traditionally linked to custodial and religious roles in Islamic history.
  • D. Sharifa
    Sharifa is an honorific title used in Islamic tradition for a noblewoman descended from the Prophet Muhammad.
  • E. Manal al-Sharif
    Manal al-Sharif is a Saudi women’s rights activist best known for leading the women’s driving campaign in Saudi Arabia and challenging the kingdom’s male guardianship system.
  • 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: Banihammad
Triple: [Fayez Banihammad, familyName, Banihammad]
Generated description
Banihammad is an Arabic family name most notably associated with Fayez Banihammad, one of the hijackers involved in the September 11, 2001 attacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banihammad
Target entity description: Banihammad is an Arabic family name most notably associated with Fayez Banihammad, one of the hijackers involved in the September 11, 2001 attacks.
  • A. Lubnā bint Hājir
    Lubnā bint Hājir was a wife of ʿAbd al-Muṭṭalib, the grandfather of the Prophet Muhammad, and thus a member of the early Qurayshite nobility in Mecca.
  • B. Barrah bint Samawal
    Barrah bint Samawal was a Jewish woman of Medina known primarily as the wife of the tribal leader Huyayy ibn Akhtab during the time of the Prophet Muhammad.
  • C. Sidana Bani Shaiba
    Sidana Bani Shaiba is a hereditary honorific title associated with the prominent Bani Shaiba family, traditionally linked to custodial and religious roles in Islamic history.
  • D. Sharifa
    Sharifa is an honorific title used in Islamic tradition for a noblewoman descended from the Prophet Muhammad.
  • E. Manal al-Sharif
    Manal al-Sharif is a Saudi women’s rights activist best known for leading the women’s driving campaign in Saudi Arabia and challenging the kingdom’s male guardianship system.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770c3fb388190a598f89ae59a7b51 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c2dea008190af68336a096b7f7c completed April 17, 2026, 1:57 p.m.
NEDg Description generation batch_69e24542b4f081909c97621f04da8ecc completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f7f96481909fa6e6cd07891566 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.