Triple

T9176725
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 Abdul Ati al-Obeidi
Abdul Ati al-Obeidi was a Libyan politician and diplomat who served in several senior roles under Muammar Gaddafi, including prime minister and foreign minister.
E795296 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: Abdul Ati al-Obeidi | Statement: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Abdul Ati al-Obeidi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abdul Ati al-Obeidi
Context triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Abdul Ati al-Obeidi]
  • A. Abdullah Hammoud
    Abdullah Hammoud is an American politician who became the first Arab American and Muslim mayor of Dearborn, Michigan, known for his progressive policies and advocacy for public health and civil rights.
  • B. Mohammed al-Halbousi
    Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
  • C. Anas al-Abdah
    Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
  • D. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • E. Mohand al-Shehri
    Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
  • 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: Abdul Ati al-Obeidi
Triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Abdul Ati al-Obeidi]
Generated description
Abdul Ati al-Obeidi was a Libyan politician and diplomat who served in several senior roles under Muammar Gaddafi, including prime minister and foreign minister.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abdul Ati al-Obeidi
Target entity description: Abdul Ati al-Obeidi was a Libyan politician and diplomat who served in several senior roles under Muammar Gaddafi, including prime minister and foreign minister.
  • A. Abdullah Hammoud
    Abdullah Hammoud is an American politician who became the first Arab American and Muslim mayor of Dearborn, Michigan, known for his progressive policies and advocacy for public health and civil rights.
  • B. Mohammed al-Halbousi
    Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
  • C. Anas al-Abdah
    Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
  • D. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • E. Mohand al-Shehri
    Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
  • 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_69d0f36f72bc8190bf195a78bafcd873 completed April 4, 2026, 11:18 a.m.
NEDg Description generation batch_69d0f74ebcf881909bc72e94094f6764 completed April 4, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69d0f7b6045c819086fbf07846bedfa2 completed April 4, 2026, 11:36 a.m.
Created at: March 30, 2026, 7:23 p.m.