Triple

T12487823
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Governing Council E298481 entity
Predicate notableMember P10 FINISHED
Object Ahmed Chalabi
Ahmed Chalabi was an Iraqi politician and controversial exile leader who played a key role in advocating for the 2003 U.S.-led invasion of Iraq and later held prominent positions in post-invasion Iraqi politics.
E991421 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: Ahmed Chalabi | Statement: [Iraqi Governing Council, notableMember, Ahmed Chalabi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmed Chalabi
Context triple: [Iraqi Governing Council, notableMember, Ahmed Chalabi]
  • 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. 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.
  • C. Izzat Ibrahim al-Douri
    Izzat Ibrahim al-Douri was a senior Iraqi Ba'athist leader and close associate of Saddam Hussein who became a key figure in the Iraqi insurgency after the 2003 U.S.-led invasion.
  • D. Khairallah Talfah
    Khairallah Talfah was an Iraqi army officer and Ba'athist politician best known as the uncle and father-in-law of Saddam Hussein.
  • E. Ali Tarhouni
    Ali Tarhouni is a Libyan economist and politician who played a prominent leadership role during Libya’s 2011 revolution and subsequent transitional government.
  • 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: Ahmed Chalabi
Triple: [Iraqi Governing Council, notableMember, Ahmed Chalabi]
Generated description
Ahmed Chalabi was an Iraqi politician and controversial exile leader who played a key role in advocating for the 2003 U.S.-led invasion of Iraq and later held prominent positions in post-invasion Iraqi politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmed Chalabi
Target entity description: Ahmed Chalabi was an Iraqi politician and controversial exile leader who played a key role in advocating for the 2003 U.S.-led invasion of Iraq and later held prominent positions in post-invasion Iraqi politics.
  • 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. 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.
  • C. Izzat Ibrahim al-Douri
    Izzat Ibrahim al-Douri was a senior Iraqi Ba'athist leader and close associate of Saddam Hussein who became a key figure in the Iraqi insurgency after the 2003 U.S.-led invasion.
  • D. Khairallah Talfah
    Khairallah Talfah was an Iraqi army officer and Ba'athist politician best known as the uncle and father-in-law of Saddam Hussein.
  • E. Ali Tarhouni
    Ali Tarhouni is a Libyan economist and politician who played a prominent leadership role during Libya’s 2011 revolution and subsequent transitional government.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94de077bc81908b5ff057a1bf2b4f completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6556e9180819084ddb984754b0b54 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656a6dafc81908acf59c0ba65189a completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f65b4d109c8190b48c71f664e7bb3f completed May 2, 2026, 8:15 p.m.
Created at: April 8, 2026, 9:56 p.m.