Triple

T15122881
Position Surface form Disambiguated ID Type / Status
Subject Hammoud E361210 entity
Predicate hasNotableBearer P458 FINISHED
Object Samir Hammoud
Samir Hammoud is a person notable enough to be specifically identified as a bearer of the surname Hammoud.
E1152581 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: Samir Hammoud | Statement: [Hammoud, hasNotableBearer, Samir Hammoud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samir Hammoud
Context triple: [Hammoud, hasNotableBearer, Samir Hammoud]
  • A. Hassan Hammoud
    Hassan Hammoud is a Lebanese professional footballer known for playing as a midfielder in the Lebanese Premier League.
  • B. Mohammad Hammoud
    Mohammad Hammoud is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Hammoud surname.
  • C. Hussein Hammoud
    Hussein Hammoud is an individual notable enough to be recognized as a prominent bearer of the surname Hammoud.
  • D. Rami Hammoud
    Rami Hammoud is a person notable enough to be recognized as a bearer of the Hammoud surname.
  • E. Marwan Hamadeh
    Marwan Hamadeh is a Lebanese politician and journalist known for his opposition to Syrian influence in Lebanon and his prominent role in the anti-Syrian March 14 movement.
  • 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: Samir Hammoud
Triple: [Hammoud, hasNotableBearer, Samir Hammoud]
Generated description
Samir Hammoud is a person notable enough to be specifically identified as a bearer of the surname Hammoud.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samir Hammoud
Target entity description: Samir Hammoud is a person notable enough to be specifically identified as a bearer of the surname Hammoud.
  • A. Hassan Hammoud
    Hassan Hammoud is a Lebanese professional footballer known for playing as a midfielder in the Lebanese Premier League.
  • B. Mohammad Hammoud
    Mohammad Hammoud is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Hammoud surname.
  • C. Hussein Hammoud
    Hussein Hammoud is an individual notable enough to be recognized as a prominent bearer of the surname Hammoud.
  • D. Rami Hammoud
    Rami Hammoud is a person notable enough to be recognized as a bearer of the Hammoud surname.
  • E. Marwan Hamadeh
    Marwan Hamadeh is a Lebanese politician and journalist known for his opposition to Syrian influence in Lebanon and his prominent role in the anti-Syrian March 14 movement.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0059f69a881909929a037a0eef702 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b340900819093aa210b702f124b completed May 9, 2026, 10:23 a.m.
NEDg Description generation batch_69ff0c4d51488190bd21df7a7d1a62de completed May 9, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_69ff0cc1eb1c819095eba09b850087ff completed May 9, 2026, 10:30 a.m.
Created at: April 10, 2026, 3:06 a.m.