Triple

T2252420

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lakhdar Brahimi	`E49645`	entity
Predicate	participatedIn	`P149`	FINISHED
Object	Iraq political transition (2004) Iraq political transition (2004) was the post-invasion process of transferring authority from the U.S.-led coalition to an interim Iraqi government and laying the groundwork for a new constitutional and electoral framework.	`E247124`	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: Iraq political transition (2004) | Statement: [Lakhdar Brahimi, participatedIn, Iraq political transition (2004)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Iraq political transition (2004)
Context triple: [Lakhdar Brahimi, participatedIn, Iraq political transition (2004)]

A. Presidency Council of Iraq
The Presidency Council of Iraq was a three-member executive body that collectively served as Iraq’s head of state during the country’s post-2003 transitional period, with authority to approve legislation and key government decisions.
B. Iraq disarmament crisis of the 1990s
The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
C. Council of Representatives of Iraq
The Council of Representatives of Iraq is the unicameral federal legislature and main lawmaking body of the Republic of Iraq.
D. Government of Iraq
The Government of Iraq is the federal authority responsible for governing the Republic of Iraq, encompassing its executive, legislative, and judicial institutions.
E. Pacification of Libya
The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
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: Iraq political transition (2004)
Triple: [Lakhdar Brahimi, participatedIn, Iraq political transition (2004)]

Generated description

Iraq political transition (2004) was the post-invasion process of transferring authority from the U.S.-led coalition to an interim Iraqi government and laying the groundwork for a new constitutional and electoral framework.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Iraq political transition (2004)
Target entity description: Iraq political transition (2004) was the post-invasion process of transferring authority from the U.S.-led coalition to an interim Iraqi government and laying the groundwork for a new constitutional and electoral framework.

A. Presidency Council of Iraq
The Presidency Council of Iraq was a three-member executive body that collectively served as Iraq’s head of state during the country’s post-2003 transitional period, with authority to approve legislation and key government decisions.
B. Iraq disarmament crisis of the 1990s
The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
C. Council of Representatives of Iraq
The Council of Representatives of Iraq is the unicameral federal legislature and main lawmaking body of the Republic of Iraq.
D. Government of Iraq
The Government of Iraq is the federal authority responsible for governing the Republic of Iraq, encompassing its executive, legislative, and judicial institutions.
E. Pacification of Libya
The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
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_69a88aaa9250819095e127d0d77e8a32`	completed	March 4, 2026, 7:40 p.m.
NER	Named-entity recognition	`batch_69abc11eb2708190bc5a3d152a3bb133`	completed	March 7, 2026, 6:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae6b1dd6fc8190bd762fb3a17258b0`	completed	March 9, 2026, 6:39 a.m.
NEDg	Description generation	`batch_69ae6bbdef14819084b96389435ca080`	completed	March 9, 2026, 6:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae6c2cfac48190b0425088e79cd122`	completed	March 9, 2026, 6:43 a.m.

Created at: March 4, 2026, 7:47 p.m.