Triple

T20776081
Position Surface form Disambiguated ID Type / Status
Subject APEC Investment Experts Group E511357 entity
Predicate shortName P43 FINISHED
Object IEG
IEG is a specialized working group within APEC that focuses on promoting and facilitating investment cooperation and policy dialogue among member economies.
 E1449520 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: IEG | Statement: [APEC Investment Experts Group, shortName, IEG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IEG
Context triple: [APEC Investment Experts Group, shortName, IEG]
  • A. E&IG
    E&IG is a division focused on managing and developing estate assets and infrastructure within an organization or governmental body.
  • B. IEH
    IEH is a scientific instrument package designed to study extreme ultraviolet radiation in space environments.
  • C. IGOE
    IGOE is the railway station code used to identify Göppingen station in Germany’s rail network.
  • D. IIG
    The Iraqi Interim Government was the transitional authority that governed Iraq between the U.S.-led occupation administration and the establishment of a permanent, elected government following the 2003 invasion.
  • E. IGS
    IGS is the IATA airport code assigned to Neuburg Air Base in Germany.
  • 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: IEG
Triple: [APEC Investment Experts Group, shortName, IEG]
Generated description
IEG is a specialized working group within APEC that focuses on promoting and facilitating investment cooperation and policy dialogue among member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IEG
Target entity description: IEG is a specialized working group within APEC that focuses on promoting and facilitating investment cooperation and policy dialogue among member economies.
  • A. E&IG
    E&IG is a division focused on managing and developing estate assets and infrastructure within an organization or governmental body.
  • B. IEH
    IEH is a scientific instrument package designed to study extreme ultraviolet radiation in space environments.
  • C. IGOE
    IGOE is the railway station code used to identify Göppingen station in Germany’s rail network.
  • D. IIG
    The Iraqi Interim Government was the transitional authority that governed Iraq between the U.S.-led occupation administration and the establishment of a permanent, elected government following the 2003 invasion.
  • E. IGS
    IGS is the IATA airport code assigned to Neuburg Air Base in Germany.
  • 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_69e0b4cac7a48190a715cb3d545df2b4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c26b06ac81909aef3b0a0ad79a33 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef95f3d0819088cab88673d49c28 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f015f37081909e7202a76a5814ea completed May 16, 2026, 10:30 p.m.
NED2 Entity disambiguation (via description) batch_6a08f07dfb208190b00ad28d62e21de4 completed May 16, 2026, 10:32 p.m.
Created at: April 16, 2026, 12:37 p.m.