Triple

T3828299
Position Surface form Disambiguated ID Type / Status
Subject University of Baghdad E88744 entity
Predicate hasNotableAlumni P51 FINISHED
Object Haider al-Abadi
Haider al-Abadi is an Iraqi politician who served as Prime Minister of Iraq from 2014 to 2018, leading the country through the fight against ISIS and efforts at political and economic reform.
E392605 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: Haider al-Abadi | Statement: [University of Baghdad, hasNotableAlumni, Haider al-Abadi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haider al-Abadi
Context triple: [University of Baghdad, hasNotableAlumni, Haider al-Abadi]
  • A. Nouri al-Maliki
    Nouri al-Maliki is an Iraqi politician who served as Prime Minister of Iraq from 2006 to 2014, overseeing the country during the height of the post-invasion insurgency and sectarian conflict.
  • B. Farouk al-Qaddumi
    Farouk al-Qaddumi is a Palestinian political leader and longtime senior figure in the Fatah movement, known for his role in its early leadership and in the Palestine Liberation Organization (PLO).
  • C. Barzan Ibrahim al-Tikriti
    Barzan Ibrahim al-Tikriti was a senior Iraqi intelligence chief and half-brother of Saddam Hussein who was executed for crimes against humanity following the fall of his regime.
  • D. Tariq Aziz
    Tariq Aziz was a prominent Iraqi politician and close adviser to Saddam Hussein, serving as Iraq’s foreign minister and later deputy prime minister.
  • E. Fayez Banihammad
    Fayez Banihammad was one of the al-Qaeda operatives who participated as a hijacker 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: Haider al-Abadi
Triple: [University of Baghdad, hasNotableAlumni, Haider al-Abadi]
Generated description
Haider al-Abadi is an Iraqi politician who served as Prime Minister of Iraq from 2014 to 2018, leading the country through the fight against ISIS and efforts at political and economic reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haider al-Abadi
Target entity description: Haider al-Abadi is an Iraqi politician who served as Prime Minister of Iraq from 2014 to 2018, leading the country through the fight against ISIS and efforts at political and economic reform.
  • A. Nouri al-Maliki
    Nouri al-Maliki is an Iraqi politician who served as Prime Minister of Iraq from 2006 to 2014, overseeing the country during the height of the post-invasion insurgency and sectarian conflict.
  • B. Farouk al-Qaddumi
    Farouk al-Qaddumi is a Palestinian political leader and longtime senior figure in the Fatah movement, known for his role in its early leadership and in the Palestine Liberation Organization (PLO).
  • C. Barzan Ibrahim al-Tikriti
    Barzan Ibrahim al-Tikriti was a senior Iraqi intelligence chief and half-brother of Saddam Hussein who was executed for crimes against humanity following the fall of his regime.
  • D. Tariq Aziz
    Tariq Aziz was a prominent Iraqi politician and close adviser to Saddam Hussein, serving as Iraq’s foreign minister and later deputy prime minister.
  • E. Fayez Banihammad
    Fayez Banihammad was one of the al-Qaeda operatives who participated as a hijacker 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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb683c2081908ffa6e759a3470fe completed March 9, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503f9df8c8190b42c544e827d6c76 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b5057089e88190b3c5b85503b3f8fa completed March 14, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_69b505ec14b481909b71e66d68473c20 completed March 14, 2026, 6:53 a.m.
Created at: March 9, 2026, 3:17 p.m.