Triple

T29950951
Position Surface form Disambiguated ID Type / Status
Subject Post-Keynesian Economics Society E760765 entity
Predicate collaboratesWith P37 FINISHED
Object Post-Keynesian research networks
Post-Keynesian research networks are collaborative groups of economists and institutions dedicated to developing, disseminating, and coordinating research in the Post-Keynesian tradition of macroeconomic and monetary theory.
 E1893080 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: Post-Keynesian research networks | Statement: [Post-Keynesian Economics Society, collaboratesWith, Post-Keynesian research networks]
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: Post-Keynesian research networks
Triple: [Post-Keynesian Economics Society, collaboratesWith, Post-Keynesian research networks]
Generated description
Post-Keynesian research networks are collaborative groups of economists and institutions dedicated to developing, disseminating, and coordinating research in the Post-Keynesian tradition of macroeconomic and monetary theory.

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_69f2246562b881909d57622f4086d43d completed April 29, 2026, 3:31 p.m.
NER Named-entity recognition batch_69f6783586948190bbb1d9f27fba961a completed May 2, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a2714336dc88190823e9930a89f7479 completed June 8, 2026, 7:12 p.m.
NEDg Description generation batch_6a2714fad8188190bf86af12ee777b53 completed June 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_6a27198a097c8190aea66eba80acc1d8 completed June 8, 2026, 7:35 p.m.
Created at: April 29, 2026, 6:25 p.m.