Triple

T6482013
Position Surface form Disambiguated ID Type / Status
Subject Riyad Nassar Library E146415 entity
Predicate namedAfter P63 FINISHED
Object Riyad Nassar
Riyad Nassar is a notable Lebanese academic and former president of the Lebanese American University, recognized for his contributions to higher education in Lebanon.
E596503 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: Riyad Nassar | Statement: [Riyad Nassar Library, namedAfter, Riyad Nassar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Riyad Nassar
Context triple: [Riyad Nassar Library, namedAfter, Riyad Nassar]
  • A. Majdi Farid Al-Saleh
    Majdi Farid Al-Saleh is a Jordanian businessman best known as the husband of Princess Zein bint Hussein of the Jordanian royal family.
  • B. Salah Khalaf
    Salah Khalaf, also known as Abu Iyad, was a founding leader and chief strategist of the Fatah movement and a key figure in the Palestinian national struggle.
  • C. كمال الشاذلي
    كمال الشاذلي سياسي مصري بارز شغل لسنوات طويلة مناصب قيادية في البرلمان والحكومة وكان من أبرز رموز الحياة النيابية في مصر قبل 2011.
  • D. Nabil Shaath
    Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
  • E. Ahmad Zarruq
    Ahmad Zarruq was a prominent 15th-century Moroccan Sufi scholar, jurist, and reformer renowned for integrating Islamic law and Sufi spirituality and for his influential writings on spiritual discipline.
  • 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: Riyad Nassar
Triple: [Riyad Nassar Library, namedAfter, Riyad Nassar]
Generated description
Riyad Nassar is a notable Lebanese academic and former president of the Lebanese American University, recognized for his contributions to higher education in Lebanon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Riyad Nassar
Target entity description: Riyad Nassar is a notable Lebanese academic and former president of the Lebanese American University, recognized for his contributions to higher education in Lebanon.
  • A. Majdi Farid Al-Saleh
    Majdi Farid Al-Saleh is a Jordanian businessman best known as the husband of Princess Zein bint Hussein of the Jordanian royal family.
  • B. Salah Khalaf
    Salah Khalaf, also known as Abu Iyad, was a founding leader and chief strategist of the Fatah movement and a key figure in the Palestinian national struggle.
  • C. كمال الشاذلي
    كمال الشاذلي سياسي مصري بارز شغل لسنوات طويلة مناصب قيادية في البرلمان والحكومة وكان من أبرز رموز الحياة النيابية في مصر قبل 2011.
  • D. Nabil Shaath
    Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
  • E. Ahmad Zarruq
    Ahmad Zarruq was a prominent 15th-century Moroccan Sufi scholar, jurist, and reformer renowned for integrating Islamic law and Sufi spirituality and for his influential writings on spiritual discipline.
  • 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_69c0090158c08190af0df9a2348d2d52 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a6b2e9881908b715573e7ba7458 completed March 22, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653afb1148190a8683f24a553f64d completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6559d06c8819082cad37d62fcb3a3 completed March 27, 2026, 10:02 a.m.
NED2 Entity disambiguation (via description) batch_69c6564e01748190a3a12abcc0dfd30f completed March 27, 2026, 10:05 a.m.
Created at: March 22, 2026, 4:51 p.m.