Triple

T9758186
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Institute for Microstructure of Materials and Systems IMWS E236603 entity
Predicate abbreviation P43 FINISHED
Object IMWS
IMWS is a Fraunhofer research institute specializing in the microstructure analysis and development of advanced materials and systems for industrial applications.
 E818152 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: IMWS | Statement: [Fraunhofer Institute for Microstructure of Materials and Systems IMWS, abbreviation, IMWS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IMWS
Context triple: [Fraunhofer Institute for Microstructure of Materials and Systems IMWS, abbreviation, IMWS]
  • A. IMCO
    IMCO is the former acronym for the International Maritime Organization, the United Nations agency responsible for regulating international shipping and maritime safety.
  • B. IMCOM
    IMCOM is the U.S. Army Installation Management Command, responsible for managing Army installations and providing base operations support worldwide.
  • C. CIWS
    CIWS (Close-In Weapon System) is a rapid-fire, radar-guided point-defense weapon designed to detect and destroy incoming anti-ship missiles and other close-range threats.
  • D. IMM
    IMM is a research organization focused on advancing molecular nanotechnology and atomically precise manufacturing.
  • E. IMSAS
    IMSAS is the International Maritime Organization’s mandatory audit program that evaluates how effectively member states implement and enforce global maritime safety, security, and environmental standards.
  • 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: IMWS
Triple: [Fraunhofer Institute for Microstructure of Materials and Systems IMWS, abbreviation, IMWS]
Generated description
IMWS is a Fraunhofer research institute specializing in the microstructure analysis and development of advanced materials and systems for industrial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IMWS
Target entity description: IMWS is a Fraunhofer research institute specializing in the microstructure analysis and development of advanced materials and systems for industrial applications.
  • A. IMCO
    IMCO is the former acronym for the International Maritime Organization, the United Nations agency responsible for regulating international shipping and maritime safety.
  • B. IMCOM
    IMCOM is the U.S. Army Installation Management Command, responsible for managing Army installations and providing base operations support worldwide.
  • C. CIWS
    CIWS (Close-In Weapon System) is a rapid-fire, radar-guided point-defense weapon designed to detect and destroy incoming anti-ship missiles and other close-range threats.
  • D. IMM
    IMM is a research organization focused on advancing molecular nanotechnology and atomically precise manufacturing.
  • E. IMSAS
    IMSAS is the International Maritime Organization’s mandatory audit program that evaluates how effectively member states implement and enforce global maritime safety, security, and environmental standards.
  • 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_69ca84d64f6c8190a4ed4e9f5936eda5 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda047d0408190b91f7195513da6e8 completed April 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1b035c32c8190ad65f3d57d53a317 completed April 5, 2026, 12:43 a.m.
NEDg Description generation batch_69d1b0dde93881908fcec28de9cfa99d completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1bbe6108190af17b75f79c0f465 completed April 5, 2026, 12:50 a.m.
Created at: March 30, 2026, 8:24 p.m.