Triple

T31004883

Position	Surface form	Disambiguated ID	Type / Status
Subject	Essentials of Economic Theory	`E790039`	entity
Predicate	associatedWith	`P37`	FINISHED
Object	Clarkian economics Clarkian economics is the marginalist economic theory developed by John Bates Clark, emphasizing marginal productivity as the basis for income distribution and the determination of wages, interest, and profits.	`E52109`	NE FINISHED

How this triple was built (2 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: Clarkian economics | Statement: [Essentials of Economic Theory, associatedWith, Clarkian economics]

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: Clarkian economics
Triple: [Essentials of Economic Theory, associatedWith, Clarkian economics]

Generated description

Clarkian economics is the marginalist economic theory developed by John Bates Clark, emphasizing marginal productivity as the basis for income distribution and the determination of wages, interest, and profits.

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_69f224c73ca48190a1e46cb58ad4045b`	completed	April 29, 2026, 3:33 p.m.
NER	Named-entity recognition	`batch_69f6944430108190b36efc8067a73f90`	completed	May 3, 2026, 12:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2918366c448190839e5d1538e616e7`	completed	June 10, 2026, 7:54 a.m.
NEDg	Description generation	`batch_6a2919bc8e548190bcfb5cd9255d83f8`	completed	June 10, 2026, 8:01 a.m.
NED2	Entity disambiguation (via description)	`batch_6a291a7f7804819099458886138be398`	completed	June 10, 2026, 8:04 a.m.

Created at: April 29, 2026, 8:57 p.m.