Triple

T9176723
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 Muhammad az-Zanati
Muhammad az-Zanati is a Libyan politician who served in a top leadership role within the country's ruling political structure under Muammar Gaddafi.
E788523 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: Muhammad az-Zanati | Statement: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Muhammad az-Zanati]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muhammad az-Zanati
Context triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Muhammad az-Zanati]
  • A. Ahmad al-Khatib
    Ahmad al-Khatib was a Syrian politician who briefly served as interim President of Syria following the 1970 Corrective Movement before being succeeded by Hafez al-Assad.
  • B. Sayyid al-Badawi
    Sayyid al-Badawi is an Egyptian politician and businessman best known as a leading figure of the liberal Wafd Party and a prominent participant in post-2011 opposition coalitions.
  • C. Abu al-Najib
    Abu al-Najib was a prominent 12th-century Persian Sufi master and founder of the Suhrawardiyya Sufi order.
  • D. Muhammad ibn Ibrahim Al ash-Sheikh
    Muhammad ibn Ibrahim Al ash-Sheikh was a prominent 20th-century Saudi Grand Mufti and leading religious scholar from the influential Al ash-Sheikh family, known for shaping the kingdom’s Islamic legal and doctrinal positions.
  • E. Najaf al-Ashraf
    Najaf al-Ashraf is the honorific name for the Iraqi city of Najaf, one of Shia Islam’s holiest centers and the site of the Imam Ali Shrine.
  • 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: Muhammad az-Zanati
Triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Muhammad az-Zanati]
Generated description
Muhammad az-Zanati is a Libyan politician who served in a top leadership role within the country's ruling political structure under Muammar Gaddafi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muhammad az-Zanati
Target entity description: Muhammad az-Zanati is a Libyan politician who served in a top leadership role within the country's ruling political structure under Muammar Gaddafi.
  • A. Ahmad al-Khatib
    Ahmad al-Khatib was a Syrian politician who briefly served as interim President of Syria following the 1970 Corrective Movement before being succeeded by Hafez al-Assad.
  • B. Sayyid al-Badawi
    Sayyid al-Badawi is an Egyptian politician and businessman best known as a leading figure of the liberal Wafd Party and a prominent participant in post-2011 opposition coalitions.
  • C. Abu al-Najib
    Abu al-Najib was a prominent 12th-century Persian Sufi master and founder of the Suhrawardiyya Sufi order.
  • D. Muhammad ibn Ibrahim Al ash-Sheikh
    Muhammad ibn Ibrahim Al ash-Sheikh was a prominent 20th-century Saudi Grand Mufti and leading religious scholar from the influential Al ash-Sheikh family, known for shaping the kingdom’s Islamic legal and doctrinal positions.
  • E. Najaf al-Ashraf
    Najaf al-Ashraf is the honorific name for the Iraqi city of Najaf, one of Shia Islam’s holiest centers and the site of the Imam Ali Shrine.
  • 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_69d09b7f95f88190af9c88105abb2964 completed April 4, 2026, 5:02 a.m.
NEDg Description generation batch_69d09ca202f88190b21b89e61b1596ff completed April 4, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69d09d914d688190af609c4485c746cc completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 7:23 p.m.