Triple

T10326735
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Institute for Factory Operation and Automation IFF E242781 entity
Predicate hasAbbreviation P43 FINISHED
Object IFF
IFF is the abbreviation for the Fraunhofer Institute for Factory Operation and Automation, a German research institute focused on advanced manufacturing and industrial automation technologies.
 E855527 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: IFF | Statement: [Fraunhofer Institute for Factory Operation and Automation IFF, hasAbbreviation, IFF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IFF
Context triple: [Fraunhofer Institute for Factory Operation and Automation IFF, hasAbbreviation, IFF]
  • A. EIF
    EIF is the commonly used abbreviation for the Edinburgh International Festival, a major annual performing arts festival held in Scotland’s capital city.
  • B. EIF
    EIF is the European Investment Fund, an EU institution that supports small and medium-sized enterprises by providing risk finance through financial intermediaries.
  • C. IFA
    IFA is the Irish Football Association, the governing body responsible for organizing and overseeing football in Northern Ireland.
  • D. IFI
    IFI is the acronym for the Philippine Independent Church, a self-governing Christian denomination that broke away from the Roman Catholic Church in the early 20th century and is known for its nationalist roots.
  • E. IFP
    IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
  • 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: IFF
Triple: [Fraunhofer Institute for Factory Operation and Automation IFF, hasAbbreviation, IFF]
Generated description
IFF is the abbreviation for the Fraunhofer Institute for Factory Operation and Automation, a German research institute focused on advanced manufacturing and industrial automation technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IFF
Target entity description: IFF is the abbreviation for the Fraunhofer Institute for Factory Operation and Automation, a German research institute focused on advanced manufacturing and industrial automation technologies.
  • A. EIF
    EIF is the commonly used abbreviation for the Edinburgh International Festival, a major annual performing arts festival held in Scotland’s capital city.
  • B. EIF
    EIF is the European Investment Fund, an EU institution that supports small and medium-sized enterprises by providing risk finance through financial intermediaries.
  • C. IFA
    IFA is the Irish Football Association, the governing body responsible for organizing and overseeing football in Northern Ireland.
  • D. IFI
    IFI is the acronym for the Philippine Independent Church, a self-governing Christian denomination that broke away from the Roman Catholic Church in the early 20th century and is known for its nationalist roots.
  • E. IFP
    IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
  • 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_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d7ce69b881909f27d97c90643634 completed April 7, 2026, 10:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71dafa9308190ae0d3c34ba0c58b1 completed April 9, 2026, 3:31 a.m.
NEDg Description generation batch_69d731887d2081908e6b4e33d400582f completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7329189708190bbd21bd40ec029b0 completed April 9, 2026, 5:01 a.m.
Created at: April 6, 2026, 11:51 a.m.