Triple

T4271170

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northwest Atlantic Fisheries Organization area	`E96942`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Food and Agriculture Organization fishing area 21 Food and Agriculture Organization fishing area 21 is the FAO-designated fishing region covering the Northwest Atlantic Ocean, used for managing and reporting marine fisheries in that part of the world.	`E427205`	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: Food and Agriculture Organization fishing area 21 | Statement: [Northwest Atlantic Fisheries Organization area, relatedTo, Food and Agriculture Organization fishing area 21]

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

Target entity: Food and Agriculture Organization fishing area 21
Context triple: [Northwest Atlantic Fisheries Organization area, relatedTo, Food and Agriculture Organization fishing area 21]

A. FAO Major Fishing Area 41
FAO Major Fishing Area 41 is a designated Atlantic Ocean fishing region defined by the Food and Agriculture Organization for the management and statistical monitoring of marine fisheries.
B. FAO Major Fishing Area 31
FAO Major Fishing Area 31 is a designated FAO fishing region in the western Atlantic Ocean used for the management and statistical monitoring of marine fisheries.
C. FAO Major Fishing Area 34
FAO Major Fishing Area 34 is an internationally designated Atlantic Ocean fishing zone encompassing the marine waters off West Africa, including the Gulf of Guinea.
D. FAO Major Fishing Area 47
FAO Major Fishing Area 47 is the FAO-designated statistical fishing region covering the southeastern Atlantic Ocean off the coasts of southern Africa.
E. Northwest Atlantic Fisheries Organization area
The Northwest Atlantic Fisheries Organization area is an internationally managed marine region in the northwest Atlantic Ocean where member countries coordinate the conservation and sustainable use of fishery resources.
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: Food and Agriculture Organization fishing area 21
Triple: [Northwest Atlantic Fisheries Organization area, relatedTo, Food and Agriculture Organization fishing area 21]

Generated description

Food and Agriculture Organization fishing area 21 is the FAO-designated fishing region covering the Northwest Atlantic Ocean, used for managing and reporting marine fisheries in that part of the world.

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

Target entity: Food and Agriculture Organization fishing area 21
Target entity description: Food and Agriculture Organization fishing area 21 is the FAO-designated fishing region covering the Northwest Atlantic Ocean, used for managing and reporting marine fisheries in that part of the world.

A. FAO Major Fishing Area 41
FAO Major Fishing Area 41 is a designated Atlantic Ocean fishing region defined by the Food and Agriculture Organization for the management and statistical monitoring of marine fisheries.
B. FAO Major Fishing Area 31
FAO Major Fishing Area 31 is a designated FAO fishing region in the western Atlantic Ocean used for the management and statistical monitoring of marine fisheries.
C. FAO Major Fishing Area 34
FAO Major Fishing Area 34 is an internationally designated Atlantic Ocean fishing zone encompassing the marine waters off West Africa, including the Gulf of Guinea.
D. FAO Major Fishing Area 47
FAO Major Fishing Area 47 is the FAO-designated statistical fishing region covering the southeastern Atlantic Ocean off the coasts of southern Africa.
E. Northwest Atlantic Fisheries Organization area
The Northwest Atlantic Fisheries Organization area is an internationally managed marine region in the northwest Atlantic Ocean where member countries coordinate the conservation and sustainable use of fishery resources.
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_69b34543f06c8190915ebb1a4574ffa9`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b34ffb85a88190af000b94673bff59`	completed	March 12, 2026, 11:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5b7a456108190afa46344a5ed2118`	completed	March 14, 2026, 7:31 p.m.
NEDg	Description generation	`batch_69b5b83759c08190b080565bb1ac8bb4`	completed	March 14, 2026, 7:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5b8c3fb208190b091da57f7b1f704`	completed	March 14, 2026, 7:36 p.m.

Created at: March 12, 2026, 11:07 p.m.