Triple

T37932569

Position	Surface form	Disambiguated ID	Type / Status
Subject	Anne O. Krueger	`E946256`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Economic Policy Reform in Developing Countries Economic Policy Reform in Developing Countries is an influential work by economist Anne O. Krueger that analyzes the challenges and strategies of transitioning developing economies toward more market-oriented and growth-promoting policies.	`E2248998`	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: Economic Policy Reform in Developing Countries | Statement: [Anne O. Krueger, notableWork, Economic Policy Reform in Developing Countries]

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: Economic Policy Reform in Developing Countries
Triple: [Anne O. Krueger, notableWork, Economic Policy Reform in Developing Countries]

Generated description

Economic Policy Reform in Developing Countries is an influential work by economist Anne O. Krueger that analyzes the challenges and strategies of transitioning developing economies toward more market-oriented and growth-promoting policies.

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_69f76ef3b7248190892fb9706423be7c`	completed	May 3, 2026, 3:51 p.m.
NER	Named-entity recognition	`batch_69fbbd98a8d88190a5fcfaa901c5c80f`	completed	May 6, 2026, 10:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a410cdcff788190a68c9f3679647773`	completed	June 28, 2026, noon
NEDg	Description generation	`batch_6a410e48cea88190bd5089907e6d2203`	completed	June 28, 2026, 12:06 p.m.
NED2	Entity disambiguation (via description)	`batch_6a41120678348190bb53bd1963a0ee5c`	completed	June 28, 2026, 12:22 p.m.

Created at: May 3, 2026, 4:20 p.m.