Triple

T10199015
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Institute for Industrial Engineering IAO E238834 entity
Predicate hasAbbreviation P43 FINISHED
Object IAO
IAO is the abbreviation for the Fraunhofer Institute for Industrial Engineering, a German research institute focused on applied industrial and organizational engineering.
 E846829 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: IAO | Statement: [Fraunhofer Institute for Industrial Engineering IAO, hasAbbreviation, IAO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IAO
Context triple: [Fraunhofer Institute for Industrial Engineering IAO, hasAbbreviation, IAO]
  • A. INAO
    INAO (Institut National de l’Origine et de la Qualité) is the French governmental organization responsible for overseeing and protecting appellations of origin and quality labels for agricultural products, including wine.
  • B. JAO
    JAO is the Joint ALMA Observatory, the organization responsible for operating and managing the Atacama Large Millimeter/submillimeter Array radio telescope facility in Chile.
  • C. OIA
    OIA is a common acronym for an Office of International Affairs, typically a governmental or institutional body that manages international relations, partnerships, and global programs.
  • D. IA-02
    IA-02 is the abbreviated designation for Iowa's 2nd congressional district, a U.S. House of Representatives district covering part of the state of Iowa.
  • E. IOE
    IOE is the University College London Institute of Education, a leading centre for research and teaching in education and social science.
  • 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: IAO
Triple: [Fraunhofer Institute for Industrial Engineering IAO, hasAbbreviation, IAO]
Generated description
IAO is the abbreviation for the Fraunhofer Institute for Industrial Engineering, a German research institute focused on applied industrial and organizational engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IAO
Target entity description: IAO is the abbreviation for the Fraunhofer Institute for Industrial Engineering, a German research institute focused on applied industrial and organizational engineering.
  • A. INAO
    INAO (Institut National de l’Origine et de la Qualité) is the French governmental organization responsible for overseeing and protecting appellations of origin and quality labels for agricultural products, including wine.
  • B. JAO
    JAO is the Joint ALMA Observatory, the organization responsible for operating and managing the Atacama Large Millimeter/submillimeter Array radio telescope facility in Chile.
  • C. OIA
    OIA is a common acronym for an Office of International Affairs, typically a governmental or institutional body that manages international relations, partnerships, and global programs.
  • D. IA-02
    IA-02 is the abbreviated designation for Iowa's 2nd congressional district, a U.S. House of Representatives district covering part of the state of Iowa.
  • E. IOE
    IOE is the University College London Institute of Education, a leading centre for research and teaching in education and social science.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3dfa108190b2888385ef96de23 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317eca3f88190a47009be6f96977e completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d319cb6e8c8190926bacedd18f5ded completed April 6, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69d31a5417f48190ac4449b44b555320 completed April 6, 2026, 2:28 a.m.
Created at: March 30, 2026, 9:14 p.m.