Triple

T3425607
Position Surface form Disambiguated ID Type / Status
Subject SIGKDD Innovation Award E72222 entity
Predicate notableRecipient P108 FINISHED
Object Usama Fayyad
Usama Fayyad is a pioneering computer scientist and entrepreneur known for his foundational contributions to data mining and knowledge discovery, including leadership roles in both academia and industry.
 E356898 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: Usama Fayyad | Statement: [SIGKDD Innovation Award, notableRecipient, Usama Fayyad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Usama Fayyad
Context triple: [SIGKDD Innovation Award, notableRecipient, Usama Fayyad]
  • A. Osama al-Juwaili
    Osama al-Juwaili is a Libyan military commander and former defense minister who has played a prominent role in post-Gaddafi armed conflicts and power struggles in western Libya.
  • B. Imad Abu Kishek
    Imad Abu Kishek is a Palestinian academic and administrator who has served as the rector (president) of Al-Quds University in Jerusalem.
  • C. Khaled Mashal
    Khaled Mashal is a senior Palestinian political leader best known as a longtime top figure and former political bureau chief of Hamas.
  • D. Sheikh Ahmed Yassin
    Sheikh Ahmed Yassin was a Palestinian imam and political leader best known as the founder and spiritual leader of the Islamist militant organization Hamas.
  • E. Marwan al-Himar
    Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
  • 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: Usama Fayyad
Triple: [SIGKDD Innovation Award, notableRecipient, Usama Fayyad]
Generated description
Usama Fayyad is a pioneering computer scientist and entrepreneur known for his foundational contributions to data mining and knowledge discovery, including leadership roles in both academia and industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Usama Fayyad
Target entity description: Usama Fayyad is a pioneering computer scientist and entrepreneur known for his foundational contributions to data mining and knowledge discovery, including leadership roles in both academia and industry.
  • A. Osama al-Juwaili
    Osama al-Juwaili is a Libyan military commander and former defense minister who has played a prominent role in post-Gaddafi armed conflicts and power struggles in western Libya.
  • B. Imad Abu Kishek
    Imad Abu Kishek is a Palestinian academic and administrator who has served as the rector (president) of Al-Quds University in Jerusalem.
  • C. Khaled Mashal
    Khaled Mashal is a senior Palestinian political leader best known as a longtime top figure and former political bureau chief of Hamas.
  • D. Sheikh Ahmed Yassin
    Sheikh Ahmed Yassin was a Palestinian imam and political leader best known as the founder and spiritual leader of the Islamist militant organization Hamas.
  • E. Marwan al-Himar
    Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9812a648190ac919e7291744b5a completed March 8, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69b354766bcc81909fb3124262c93f8f completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35565a688819096c7e5fdf8e944bf completed March 13, 2026, 12:08 a.m.
NED2 Entity disambiguation (via description) batch_69b355efa89c8190bf9b2eb3c41257b3 completed March 13, 2026, 12:10 a.m.
Created at: March 8, 2026, 3:15 p.m.