Triple

T4779376

Position	Surface form	Disambiguated ID	Type / Status
Subject	Landsorganisasjonen i Norge	`E106134`	entity
Predicate	negotiatesWith	`P378`	FINISHED
Object	Næringslivets Hovedorganisasjon Næringslivets Hovedorganisasjon is Norway’s main employers’ and business confederation, representing a wide range of private sector companies in labor market and economic policy matters.	`E470610`	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: Næringslivets Hovedorganisasjon | Statement: [Landsorganisasjonen i Norge, negotiatesWith, Næringslivets Hovedorganisasjon]

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

Target entity: Næringslivets Hovedorganisasjon
Context triple: [Landsorganisasjonen i Norge, negotiatesWith, Næringslivets Hovedorganisasjon]

A. Norwegian-American Chamber of Commerce USA
The Norwegian-American Chamber of Commerce USA is a binational business organization that promotes trade, investment, and economic cooperation between Norway and the United States.
B. Norwegian Union of Commerce and Office Employees
The Norwegian Union of Commerce and Office Employees is a Norwegian trade union representing workers in retail, commerce, and office-based occupations.
C. Ministry of Trade, Industry and Fisheries (Norway)
The Ministry of Trade, Industry and Fisheries (Norway) is the Norwegian government ministry responsible for national policies on business development, trade, industrial growth, and the management of marine and fisheries resources.
D. The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
E. Norwegian Confederation of Trade Unions
The Norwegian Confederation of Trade Unions is Norway’s largest and most influential trade union federation, historically closely aligned with the country’s labour movement and social-democratic politics.
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: Næringslivets Hovedorganisasjon
Triple: [Landsorganisasjonen i Norge, negotiatesWith, Næringslivets Hovedorganisasjon]

Generated description

Næringslivets Hovedorganisasjon is Norway’s main employers’ and business confederation, representing a wide range of private sector companies in labor market and economic policy matters.

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

Target entity: Næringslivets Hovedorganisasjon
Target entity description: Næringslivets Hovedorganisasjon is Norway’s main employers’ and business confederation, representing a wide range of private sector companies in labor market and economic policy matters.

A. Norwegian-American Chamber of Commerce USA
The Norwegian-American Chamber of Commerce USA is a binational business organization that promotes trade, investment, and economic cooperation between Norway and the United States.
B. Norwegian Union of Commerce and Office Employees
The Norwegian Union of Commerce and Office Employees is a Norwegian trade union representing workers in retail, commerce, and office-based occupations.
C. Ministry of Trade, Industry and Fisheries (Norway)
The Ministry of Trade, Industry and Fisheries (Norway) is the Norwegian government ministry responsible for national policies on business development, trade, industrial growth, and the management of marine and fisheries resources.
D. The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
E. Norwegian Confederation of Trade Unions
The Norwegian Confederation of Trade Unions is Norway’s largest and most influential trade union federation, historically closely aligned with the country’s labour movement and social-democratic politics.
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_69bd43f3074c8190937e7b0a457fe9f1`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd658a86288190bc80651840ce6b18`	completed	March 20, 2026, 3:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be43cecc748190a410c262aa2e4b98`	completed	March 21, 2026, 7:07 a.m.
NEDg	Description generation	`batch_69be45b95ab48190b5d8b84c56b1a0ac`	completed	March 21, 2026, 7:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69be46e400cc8190aaa7fc42713f30c6`	completed	March 21, 2026, 7:21 a.m.

Created at: March 20, 2026, 1:21 p.m.