Triple

T5782293
Position Surface form Disambiguated ID Type / Status
Subject Rocky Flats Plant E128187 entity
Predicate operatedBy P86 FINISHED
Object EG&G
EG&G was a major American defense contractor and engineering firm known for its work in nuclear weapons facilities, government research, and specialized technical services.
E545335 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: EG&G | Statement: [Rocky Flats Plant, operatedBy, EG&G]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EG&G
Context triple: [Rocky Flats Plant, operatedBy, EG&G]
  • A. United Scientific Instruments
    United Scientific Instruments is a British optics company best known for producing military-grade optical sights and related precision instruments.
  • B. Gage Group
    Gage Group is a historic ensemble of late 19th-century commercial buildings in downtown Chicago, noted for their early skyscraper architecture and association with prominent architects of the Chicago School.
  • C. EIT Manufacturing West
    EIT Manufacturing West is a regional innovation hub within the EIT Manufacturing network that supports manufacturing innovation, education, and entrepreneurship in Western Europe.
  • D. Guardian Industries
    Guardian Industries is a major global manufacturer of glass, automotive, and building products, known for its architectural and float glass operations.
  • E. DEKA Research & Development Corporation
    DEKA Research & Development Corporation is an engineering and technology company known for developing innovative medical devices and advanced technologies under the leadership of inventor Dean Kamen.
  • 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: EG&G
Triple: [Rocky Flats Plant, operatedBy, EG&G]
Generated description
EG&G was a major American defense contractor and engineering firm known for its work in nuclear weapons facilities, government research, and specialized technical services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EG&G
Target entity description: EG&G was a major American defense contractor and engineering firm known for its work in nuclear weapons facilities, government research, and specialized technical services.
  • A. United Scientific Instruments
    United Scientific Instruments is a British optics company best known for producing military-grade optical sights and related precision instruments.
  • B. Gage Group
    Gage Group is a historic ensemble of late 19th-century commercial buildings in downtown Chicago, noted for their early skyscraper architecture and association with prominent architects of the Chicago School.
  • C. EIT Manufacturing West
    EIT Manufacturing West is a regional innovation hub within the EIT Manufacturing network that supports manufacturing innovation, education, and entrepreneurship in Western Europe.
  • D. Guardian Industries
    Guardian Industries is a major global manufacturer of glass, automotive, and building products, known for its architectural and float glass operations.
  • E. DEKA Research & Development Corporation
    DEKA Research & Development Corporation is an engineering and technology company known for developing innovative medical devices and advanced technologies under the leadership of inventor Dean Kamen.
  • 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_69c0084450048190bc647b649a05136b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a17315881908aa12a830ba5f22b completed March 22, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e7773888190bd8c3e1d7df62f5c completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c086cd0904819089dbacd6c948abec completed March 23, 2026, 12:18 a.m.
NED2 Entity disambiguation (via description) batch_69c0873661788190847751ba82975e82 completed March 23, 2026, 12:20 a.m.
Created at: March 22, 2026, 3:50 p.m.