Triple

T9130458
Position Surface form Disambiguated ID Type / Status
Subject Mohamed Atta E219071 entity
Predicate workedWith P398 FINISHED
Object Ramzi bin al-Shibh
Ramzi bin al-Shibh is a Yemeni al-Qaeda member regarded as a key facilitator and coordinator of the September 11, 2001 terrorist attacks.
E801578 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: Ramzi bin al-Shibh | Statement: [Mohamed Atta, workedWith, Ramzi bin al-Shibh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ramzi bin al-Shibh
Context triple: [Mohamed Atta, workedWith, Ramzi bin al-Shibh]
  • A. Ziyad ibn Abih
    Ziyad ibn Abih was a prominent 7th-century statesman and governor of Basra and Kufa under the early Umayyad Caliphate, known for his administrative reforms and consolidation of Umayyad authority in Iraq.
  • B. Jubayr ibn Mutim
    Jubayr ibn Mutim was a prominent Qurayshi nobleman and early opponent-turned-companion of the Prophet Muhammad, known for his role in Meccan politics and later conversion to Islam.
  • C. Walid ibn al-Mughirah
    Walid ibn al-Mughirah was a wealthy and influential pre-Islamic Meccan leader and staunch opponent of the Prophet Muhammad, known for his eloquence and status among the Quraysh.
  • D. Ziyad ibn Salih
    Ziyad ibn Salih was an 8th-century Arab general of the Abbasid Caliphate, best known for leading Muslim forces to victory against the Tang dynasty in Central Asia at the Battle of Talas.
  • E. Sa'id ibn al-As
    Sa'id ibn al-As was a 7th-century Umayyad statesman and military commander who served as governor of Kufa under the Rashidun caliphs.
  • 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: Ramzi bin al-Shibh
Triple: [Mohamed Atta, workedWith, Ramzi bin al-Shibh]
Generated description
Ramzi bin al-Shibh is a Yemeni al-Qaeda member regarded as a key facilitator and coordinator of the September 11, 2001 terrorist attacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ramzi bin al-Shibh
Target entity description: Ramzi bin al-Shibh is a Yemeni al-Qaeda member regarded as a key facilitator and coordinator of the September 11, 2001 terrorist attacks.
  • A. Ziyad ibn Abih
    Ziyad ibn Abih was a prominent 7th-century statesman and governor of Basra and Kufa under the early Umayyad Caliphate, known for his administrative reforms and consolidation of Umayyad authority in Iraq.
  • B. Jubayr ibn Mutim
    Jubayr ibn Mutim was a prominent Qurayshi nobleman and early opponent-turned-companion of the Prophet Muhammad, known for his role in Meccan politics and later conversion to Islam.
  • C. Walid ibn al-Mughirah
    Walid ibn al-Mughirah was a wealthy and influential pre-Islamic Meccan leader and staunch opponent of the Prophet Muhammad, known for his eloquence and status among the Quraysh.
  • D. Ziyad ibn Salih
    Ziyad ibn Salih was an 8th-century Arab general of the Abbasid Caliphate, best known for leading Muslim forces to victory against the Tang dynasty in Central Asia at the Battle of Talas.
  • E. Sa'id ibn al-As
    Sa'id ibn al-As was a 7th-century Umayyad statesman and military commander who served as governor of Kufa under the Rashidun caliphs.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8cdafb48190be5e62b15779d771 completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d12cbcd5948190a26a705ebd06f0ce completed April 4, 2026, 3:22 p.m.
NEDg Description generation batch_69d12d594cec8190bdabc65a04b286a5 completed April 4, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_69d12db7b224819099427cc571f1046f completed April 4, 2026, 3:26 p.m.
Created at: March 30, 2026, 7:18 p.m.