Triple

T12435504
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Interim Government E297132 entity
Predicate hadDefenseMinister P7820 FINISHED
Object Hazim al-Shaalan
Hazim al-Shaalan is an Iraqi politician best known for serving as defense minister in the post-2003 transitional period and for later being implicated in major corruption scandals.
E1001474 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: Hazim al-Shaalan | Statement: [Iraqi Interim Government, hadDefenseMinister, Hazim al-Shaalan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hazim al-Shaalan
Context triple: [Iraqi Interim Government, hadDefenseMinister, Hazim al-Shaalan]
  • A. 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).
  • B. Khalid al-Qasri
    Khalid al-Qasri was an influential 8th-century Umayyad governor of Iraq and the eastern provinces, known for his administrative reforms, wealth, and controversial role in early Islamic political conflicts.
  • C. Mohammed al-Zanati
    Mohammed al-Zanati is a Libyan political figure who served in a top leadership role within the country's ruling party structure under Muammar Gaddafi.
  • D. 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.
  • E. 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.
  • 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: Hazim al-Shaalan
Triple: [Iraqi Interim Government, hadDefenseMinister, Hazim al-Shaalan]
Generated description
Hazim al-Shaalan is an Iraqi politician best known for serving as defense minister in the post-2003 transitional period and for later being implicated in major corruption scandals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hazim al-Shaalan
Target entity description: Hazim al-Shaalan is an Iraqi politician best known for serving as defense minister in the post-2003 transitional period and for later being implicated in major corruption scandals.
  • A. 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).
  • B. Khalid al-Qasri
    Khalid al-Qasri was an influential 8th-century Umayyad governor of Iraq and the eastern provinces, known for his administrative reforms, wealth, and controversial role in early Islamic political conflicts.
  • C. Mohammed al-Zanati
    Mohammed al-Zanati is a Libyan political figure who served in a top leadership role within the country's ruling party structure under Muammar Gaddafi.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hadDefenseMinister
Context triple: [Iraqi Interim Government, hadDefenseMinister, Hazim al-Shaalan]
  • A. defenceMinisterAtTime
    Indicates that a person holds the position of defence minister of a given political entity at a specified point in time.
  • B. primeMinisterDuringDefenseMinistry
    Indicates that the subject served as prime minister during the time period in which the object held the position of defense minister.
  • C. servedAsMinisterOfNationalDefenceStart
    Indicates that an individual began serving in the role of Minister of National Defence at a specific point in time.
  • D. hasMinister chosen
    Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
  • E. hasUSSecretaryOfDefense
    Indicates that an entity has, or is associated with, a specific individual serving in the role of United States Secretary of Defense.
  • 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_69f684d254888190a22453aede711491 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dac5cc8190b4bc2d81186c9266 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f6869156048190b548ecd04561deb8 completed May 2, 2026, 11:19 p.m.
PD Predicate disambiguation batch_69d94d391c548190996a8c698357f273 completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:55 p.m.