Triple

T30085367

Position	Surface form	Disambiguated ID	Type / Status
Subject	factor-price equalization theorem	`E764587`	entity
Predicate	relatesConceptuallyTo	`P187599`	FINISHED
Object	Stolper–Samuelson theorem The Stolper–Samuelson theorem is a result in international trade theory that explains how changes in goods prices, driven by trade, can raise the real return to a country's abundant factor of production while lowering the real return to its scarce factor.	`E764587`	NE FINISHED

How this triple was built (3 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: Stolper–Samuelson theorem | Statement: [factor-price equalization theorem, relatesConceptuallyTo, Stolper–Samuelson theorem]

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: Stolper–Samuelson theorem
Triple: [factor-price equalization theorem, relatesConceptuallyTo, Stolper–Samuelson theorem]

Generated description

The Stolper–Samuelson theorem is a result in international trade theory that explains how changes in goods prices, driven by trade, can raise the real return to a country's abundant factor of production while lowering the real return to its scarce factor.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: relatesConceptuallyTo
Context triple: [factor-price equalization theorem, relatesConceptuallyTo, Stolper–Samuelson theorem]

A. closelyRelatedConcept chosen
Indicates that two concepts share a strong, direct, and meaningful connection in meaning, function, or usage.
B. definitionOfRelatedConcept
Indicates that one concept provides the formal meaning, explanation, or characterization of another closely related concept.
C. isConceptualizedAs
Indicates that one entity is mentally represented, interpreted, or understood in terms of another entity.
D. functionallyRelatedTo
Indicates that two entities are connected through a functional relationship, where the operation, behavior, or role of one depends on, influences, or complements that of the other.
E. relatesComplementTo
Indicates that one entity serves as a complement or completing counterpart to another entity within a specified context or structure.
F. None of above.

Provenance (6 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_69f22473c0fc8190a926a8051b3b378b`	completed	April 29, 2026, 3:32 p.m.
NER	Named-entity recognition	`batch_6a02008fcf1c8190b5b6c285944c52e9`	completed	May 11, 2026, 4:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2743249e788190bb6663921c51edb1`	completed	June 8, 2026, 10:33 p.m.
NEDg	Description generation	`batch_6a274402537c8190ade00dfc5d92e722`	completed	June 8, 2026, 10:36 p.m.
NED2	Entity disambiguation (via description)	`batch_6a2744f156208190b3617a3623b8b3ec`	completed	June 8, 2026, 10:40 p.m.
PD	Predicate disambiguation	`batch_6a01ffd3ba008190b6f026bd4e6b9a37`	completed	May 11, 2026, 4:12 p.m.

Created at: April 29, 2026, 7:04 p.m.