Triple

T9176731
Position Surface form Disambiguated ID Type / Status
Subject Secretary-General of the General People's Congress of Libya E220218 entity
Predicate officeHoldersInclude P537 FINISHED
Object Shukri Ghanem
Shukri Ghanem was a Libyan politician, economist, and former prime minister who played a prominent technocratic role in Muammar Gaddafi’s government before later defecting.
E797665 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: Shukri Ghanem | Statement: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Shukri Ghanem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shukri Ghanem
Context triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Shukri Ghanem]
  • A. Hisham Tawfiq
    Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
  • B. Khairat el-Shater
    Khairat el-Shater is an Egyptian businessman and leading political figure who served as a chief strategist and deputy leader of the Muslim Brotherhood, playing a central role in its post-2011 political rise.
  • C. Ali Abu al-Ragheb
    Ali Abu al-Ragheb is a Jordanian politician who served as the country's prime minister in the early 2000s, overseeing economic reforms and modernization efforts.
  • D. Abdallah Gheith
    Abdallah Gheith was a prominent Egyptian actor known for his powerful performances in film, television, and theater during the late 20th century.
  • E. Abbas Fares
    Abbas Fares was an Egyptian actor known for his roles in classic mid-20th-century Arabic cinema.
  • 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: Shukri Ghanem
Triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Shukri Ghanem]
Generated description
Shukri Ghanem was a Libyan politician, economist, and former prime minister who played a prominent technocratic role in Muammar Gaddafi’s government before later defecting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shukri Ghanem
Target entity description: Shukri Ghanem was a Libyan politician, economist, and former prime minister who played a prominent technocratic role in Muammar Gaddafi’s government before later defecting.
  • A. Hisham Tawfiq
    Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
  • B. Khairat el-Shater
    Khairat el-Shater is an Egyptian businessman and leading political figure who served as a chief strategist and deputy leader of the Muslim Brotherhood, playing a central role in its post-2011 political rise.
  • C. Ali Abu al-Ragheb
    Ali Abu al-Ragheb is a Jordanian politician who served as the country's prime minister in the early 2000s, overseeing economic reforms and modernization efforts.
  • D. Abdallah Gheith
    Abdallah Gheith was a prominent Egyptian actor known for his powerful performances in film, television, and theater during the late 20th century.
  • E. Abbas Fares
    Abbas Fares was an Egyptian actor known for his roles in classic mid-20th-century Arabic cinema.
  • 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_69ca83e589948190ac9907819db11ddf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccbfa60c3c8190b6335b9067de5b72 completed April 1, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1077a9cb0819086996b4930a44a93 completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d1086f03808190896186daa5857e39 completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d1090215308190beda7c0115020f5b completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 7:23 p.m.