Triple

T12316509
Position Surface form Disambiguated ID Type / Status
Subject March 14 Alliance E293613 entity
Predicate includesPoliticalFigure P93547 FINISHED
Object Fouad Siniora
Fouad Siniora is a Lebanese politician and former Prime Minister known for his alignment with the anti-Syrian March 14 movement and his close association with Rafik Hariri.
E1013330 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: Fouad Siniora | Statement: [March 14 Alliance, includesPoliticalFigure, Fouad Siniora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fouad Siniora
Context triple: [March 14 Alliance, includesPoliticalFigure, Fouad Siniora]
  • A. Émile Lahoud
    Émile Lahoud is a Lebanese military officer and politician who served as President of Lebanon from 1998 to 2007.
  • B. Taymour Jumblatt
    Taymour Jumblatt is a Lebanese Druze politician and heir to the leadership of the Progressive Socialist Party, succeeding his father Walid Jumblatt.
  • C. Walid Jumblatt
    Walid Jumblatt is a prominent Lebanese politician and long-time leader of the Progressive Socialist Party, widely recognized as one of the most influential figures of the Druze community in Lebanon.
  • D. Najib Mikati
    Najib Mikati is a Lebanese billionaire businessman and politician who has served multiple terms as Lebanon’s prime minister.
  • E. Michel Aoun
    Michel Aoun is a Lebanese military officer and politician who served as army commander, led a major anti-Syrian campaign during the late stages of the Lebanese Civil War, and later became President of Lebanon.
  • 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: Fouad Siniora
Triple: [March 14 Alliance, includesPoliticalFigure, Fouad Siniora]
Generated description
Fouad Siniora is a Lebanese politician and former Prime Minister known for his alignment with the anti-Syrian March 14 movement and his close association with Rafik Hariri.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fouad Siniora
Target entity description: Fouad Siniora is a Lebanese politician and former Prime Minister known for his alignment with the anti-Syrian March 14 movement and his close association with Rafik Hariri.
  • A. Émile Lahoud
    Émile Lahoud is a Lebanese military officer and politician who served as President of Lebanon from 1998 to 2007.
  • B. Taymour Jumblatt
    Taymour Jumblatt is a Lebanese Druze politician and heir to the leadership of the Progressive Socialist Party, succeeding his father Walid Jumblatt.
  • C. Walid Jumblatt
    Walid Jumblatt is a prominent Lebanese politician and long-time leader of the Progressive Socialist Party, widely recognized as one of the most influential figures of the Druze community in Lebanon.
  • D. Najib Mikati
    Najib Mikati is a Lebanese billionaire businessman and politician who has served multiple terms as Lebanon’s prime minister.
  • E. Michel Aoun
    Michel Aoun is a Lebanese military officer and politician who served as army commander, led a major anti-Syrian campaign during the late stages of the Lebanese Civil War, and later became President of Lebanon.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d94d46007c81908e0f4b590402bf58 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8b9717c8190b8ac71989d3b3582 completed May 3, 2026, 2:53 a.m.
NEDg Description generation batch_69f6b9a1ca54819085da2ca592bf5219 completed May 3, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 8, 2026, 9:53 p.m.