Triple

T1689533
Position Surface form Disambiguated ID Type / Status
Subject Industrial Research Institute Medal E36519 entity
Predicate hasRecipient P108 FINISHED
Object George Heilmeier
George Heilmeier was an American engineer and inventor best known for pioneering liquid crystal display (LCD) technology and later leading major research organizations in industry and government.
 E192562 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: George Heilmeier | Statement: [Industrial Research Institute Medal, hasRecipient, George Heilmeier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Heilmeier
Context triple: [Industrial Research Institute Medal, hasRecipient, George Heilmeier]
  • A. Melvin Wydler
    Melvin Wydler was a U.S. Congressman whose legislative work on technology and innovation policy led to a federal law being named in his honor.
  • B. Nick Holonyak Jr.
    Nick Holonyak Jr. was an American engineer and inventor best known for creating the first practical visible-spectrum LED, earning him recognition as a pioneer in semiconductor lighting technology.
  • C. John R. Pierce
    John R. Pierce was an American engineer and scientist best known for his pioneering work in communications technology, including satellite and microwave systems, and for coining the term "transistor."
  • D. Leo Beranek
    Leo Beranek was an American acoustics expert, engineer, and entrepreneur known for his pioneering work in architectural acoustics and co-founding the influential technology company Bolt Beranek and Newman.
  • E. Willard Boyle
    Willard Boyle was a Canadian physicist and Nobel laureate best known for co-inventing the charge-coupled device (CCD), a technology fundamental to digital imaging.
  • 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: George Heilmeier
Triple: [Industrial Research Institute Medal, hasRecipient, George Heilmeier]
Generated description
George Heilmeier was an American engineer and inventor best known for pioneering liquid crystal display (LCD) technology and later leading major research organizations in industry and government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Heilmeier
Target entity description: George Heilmeier was an American engineer and inventor best known for pioneering liquid crystal display (LCD) technology and later leading major research organizations in industry and government.
  • A. Melvin Wydler
    Melvin Wydler was a U.S. Congressman whose legislative work on technology and innovation policy led to a federal law being named in his honor.
  • B. Nick Holonyak Jr.
    Nick Holonyak Jr. was an American engineer and inventor best known for creating the first practical visible-spectrum LED, earning him recognition as a pioneer in semiconductor lighting technology.
  • C. John R. Pierce
    John R. Pierce was an American engineer and scientist best known for his pioneering work in communications technology, including satellite and microwave systems, and for coining the term "transistor."
  • D. Leo Beranek
    Leo Beranek was an American acoustics expert, engineer, and entrepreneur known for his pioneering work in architectural acoustics and co-founding the influential technology company Bolt Beranek and Newman.
  • E. Willard Boyle
    Willard Boyle was a Canadian physicist and Nobel laureate best known for co-inventing the charge-coupled device (CCD), a technology fundamental to digital imaging.
  • 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_69a886151508819084fa7f1ce6e05577 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62979da48190a64a04bf352182e0 completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ac6cc88819086821026a37a3578 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad9575acf88190aa3fe80794534dd4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97a7128c819097ff36216f00d4f9 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:29 p.m.