Triple

T10564037
Position Surface form Disambiguated ID Type / Status
Subject IPA III E249301 entity
Predicate replaces P101 FINISHED
Object IPA II
IPA II (Instrument for Pre-accession Assistance II) was the European Union’s funding mechanism for supporting reforms and development in candidate and potential candidate countries for EU membership during the 2014–2020 period.
 E872867 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: IPA II | Statement: [IPA III, replaces, IPA II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IPA II
Context triple: [IPA III, replaces, IPA II]
  • A. IPA III
    IPA III is the European Union’s current funding instrument that supports pre-accession assistance to candidate and potential candidate countries for EU membership.
  • B. IPA
    IPA is the commonly used abbreviation for the International Publishers Association, a global trade organization representing book and journal publishers worldwide.
  • C. IPA
    IPA is the abbreviation for the United Kingdom government’s Infrastructure and Projects Authority, which oversees major public infrastructure and transformation projects.
  • D. IPP
    IPP (Internet Printing Protocol) is a modern network printing protocol that supports advanced features like secure, authenticated printing and detailed job management over IP-based networks.
  • E. IPS
    IPS is the National Rail station code used to identify Ipswich railway station in Suffolk, England.
  • 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: IPA II
Triple: [IPA III, replaces, IPA II]
Generated description
IPA II (Instrument for Pre-accession Assistance II) was the European Union’s funding mechanism for supporting reforms and development in candidate and potential candidate countries for EU membership during the 2014–2020 period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IPA II
Target entity description: IPA II (Instrument for Pre-accession Assistance II) was the European Union’s funding mechanism for supporting reforms and development in candidate and potential candidate countries for EU membership during the 2014–2020 period.
  • A. IPA III
    IPA III is the European Union’s current funding instrument that supports pre-accession assistance to candidate and potential candidate countries for EU membership.
  • B. IPA
    IPA is the commonly used abbreviation for the International Publishers Association, a global trade organization representing book and journal publishers worldwide.
  • C. IPA
    IPA is the abbreviation for the United Kingdom government’s Infrastructure and Projects Authority, which oversees major public infrastructure and transformation projects.
  • D. IPP
    IPP (Internet Printing Protocol) is a modern network printing protocol that supports advanced features like secure, authenticated printing and detailed job management over IP-based networks.
  • E. IPS
    IPS is the National Rail station code used to identify Ipswich railway station in Suffolk, England.
  • 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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527224b808190b996ae970393f9c3 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b42879481909f9c98b2579c10a1 completed April 10, 2026, 7:10 p.m.
NEDg Description generation batch_69d94d67e16481908efb939a3e65004c completed April 10, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69d95227a1f48190ab847606a9ae0500 completed April 10, 2026, 7:40 p.m.
Created at: April 6, 2026, 12:36 p.m.