Triple

T12435508
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Interim Government E297132 entity
Predicate hadPlanningMinister P7820 FINISHED
Object Mahdi al-Hafez
Mahdi al-Hafez was an Iraqi politician and economist who played a key role in post-2003 reconstruction efforts, notably serving in the interim government after the fall of Saddam Hussein.
E990337 NE FINISHED

How this triple was built (5 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: Mahdi al-Hafez | Statement: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mahdi al-Hafez
Context triple: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
  • A. Mahdi Akef
    Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
  • B. Yahya Muhammad Hamid ed-Din
    Yahya Muhammad Hamid ed-Din was a Zaydi imam and monarch who ruled northern Yemen in the early 20th century, overseeing its transition from Ottoman control to an independent kingdom.
  • C. Ahmad al-Badawi
    Ahmad al-Badawi was a 13th-century Moroccan-born Sufi saint and founder of the Badawiyya order, venerated especially in Tanta, Egypt.
  • D. 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.
  • E. Salah Jadid
    Salah Jadid was a Syrian military officer and Ba'athist politician who effectively ruled Syria from 1966 to 1970 as the leader of its radical left-wing faction before being overthrown by Hafez al-Assad.
  • 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: Mahdi al-Hafez
Triple: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
Generated description
Mahdi al-Hafez was an Iraqi politician and economist who played a key role in post-2003 reconstruction efforts, notably serving in the interim government after the fall of Saddam Hussein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mahdi al-Hafez
Target entity description: Mahdi al-Hafez was an Iraqi politician and economist who played a key role in post-2003 reconstruction efforts, notably serving in the interim government after the fall of Saddam Hussein.
  • A. Mahdi Akef
    Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
  • B. Yahya Muhammad Hamid ed-Din
    Yahya Muhammad Hamid ed-Din was a Zaydi imam and monarch who ruled northern Yemen in the early 20th century, overseeing its transition from Ottoman control to an independent kingdom.
  • C. Ahmad al-Badawi
    Ahmad al-Badawi was a 13th-century Moroccan-born Sufi saint and founder of the Badawiyya order, venerated especially in Tanta, Egypt.
  • D. 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.
  • E. Salah Jadid
    Salah Jadid was a Syrian military officer and Ba'athist politician who effectively ruled Syria from 1966 to 1970 as the leader of its radical left-wing faction before being overthrown by Hafez al-Assad.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hadPlanningMinister
Context triple: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
  • A. hasMinister chosen
    Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
  • B. hadParliamentaryPrimeMinister
    Indicates that a country or political entity was governed by a specific individual serving in the role of parliamentary prime minister during a given period.
  • C. hadPlannedHeadOfState
    Indicates that an entity was intended or designated to serve as the head of state, according to a prior plan or arrangement.
  • D. firstMinister
    Indicates that one entity serves as the first minister (head of government or chief minister) of another entity, such as a country, region, or jurisdiction.
  • E. hadPrincipalLeader
    Indicates that an entity was led or headed by a primary or chief leader.
  • F. None of above.

Provenance (6 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94df948308190ace333230a4a3b38 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6556686448190ad408b826ebc01c0 completed May 2, 2026, 7:49 p.m.
NEDg Description generation batch_69f656d02afc81909712182034bec255 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
PD Predicate disambiguation batch_69d94d391c548190996a8c698357f273 completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:55 p.m.