Triple

T2456590

Position	Surface form	Disambiguated ID	Type / Status
Subject	Second Congo War	`E54435`	entity
Predicate	result	`P374`	FINISHED
Object	Sun City peace talks The Sun City peace talks were negotiations held in South Africa in 2002 aimed at ending the Second Congo War and establishing a transitional government in the Democratic Republic of the Congo.	`E268800`	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: Sun City peace talks | Statement: [Second Congo War, result, Sun City peace talks]

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

Target entity: Sun City peace talks
Context triple: [Second Congo War, result, Sun City peace talks]

A. Algiers peace negotiations
The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
B. Astana peace talks
The Astana peace talks are a series of negotiations held in Kazakhstan aimed at brokering ceasefires and political solutions among the main parties involved in the Syrian Civil War, with key involvement from Russia, Turkey, and Iran.
C. London peace talks of 1991
The London peace talks of 1991 were negotiations held in the United Kingdom that helped bring an end to the Ethiopian Civil War and paved the way for a political transition in Ethiopia.
D. Camp David Accords
The Camp David Accords were a landmark 1978 peace framework brokered by U.S. President Jimmy Carter that led to a historic peace treaty between Egypt and Israel and reshaped Middle Eastern diplomacy.
E. Camp David Summit 2000
Camp David Summit 2000 was a high-level peace negotiation held in the United States between Israeli and Palestinian leaders under U.S. mediation, aimed at reaching a final-status agreement in the Arab–Israeli conflict but ultimately ending without a deal.
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: Sun City peace talks
Triple: [Second Congo War, result, Sun City peace talks]

Generated description

The Sun City peace talks were negotiations held in South Africa in 2002 aimed at ending the Second Congo War and establishing a transitional government in the Democratic Republic of the Congo.

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

Target entity: Sun City peace talks
Target entity description: The Sun City peace talks were negotiations held in South Africa in 2002 aimed at ending the Second Congo War and establishing a transitional government in the Democratic Republic of the Congo.

A. Algiers peace negotiations
The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
B. Astana peace talks
The Astana peace talks are a series of negotiations held in Kazakhstan aimed at brokering ceasefires and political solutions among the main parties involved in the Syrian Civil War, with key involvement from Russia, Turkey, and Iran.
C. London peace talks of 1991
The London peace talks of 1991 were negotiations held in the United Kingdom that helped bring an end to the Ethiopian Civil War and paved the way for a political transition in Ethiopia.
D. Camp David Accords
The Camp David Accords were a landmark 1978 peace framework brokered by U.S. President Jimmy Carter that led to a historic peace treaty between Egypt and Israel and reshaped Middle Eastern diplomacy.
E. Camp David Summit 2000
Camp David Summit 2000 was a high-level peace negotiation held in the United States between Israeli and Palestinian leaders under U.S. mediation, aimed at reaching a final-status agreement in the Arab–Israeli conflict but ultimately ending without a deal.
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_69ab49dee84c819096b50a0049c347ac`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abd106f4608190ae17ddbd24fad97e`	completed	March 7, 2026, 7:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69aef0ca655c81908612983ced5f5786`	completed	March 9, 2026, 4:09 p.m.
NEDg	Description generation	`batch_69aef50bc7ac8190add8ee63c5621dc1`	completed	March 9, 2026, 4:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69aef6342d5481908abf683f8e3f80ae`	completed	March 9, 2026, 4:32 p.m.

Created at: March 6, 2026, 9:44 p.m.