Triple

T16965112
Position Surface form Disambiguated ID Type / Status
Subject Georges Doriot E411520 entity
Predicate founded P104 FINISHED
Object American Research and Development Corporation
American Research and Development Corporation was one of the first modern venture capital firms in the United States, pioneering institutional investment in high-risk, high-growth technology startups after World War II.
 E1242571 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: American Research and Development Corporation | Statement: [Georges Doriot, founded, American Research and Development Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Research and Development Corporation
Context triple: [Georges Doriot, founded, American Research and Development Corporation]
  • A. 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.
  • B. Aerospace Corporation
    Aerospace Corporation is a U.S.-based nonprofit research and development center that provides technical expertise and systems engineering support to national security and civil space programs.
  • C. Engineering Research Associates
    Engineering Research Associates was an early American computing and electronics firm known for pioneering work in intelligence-related computing systems after World War II.
  • D. HRL Laboratories
    HRL Laboratories is a renowned research center specializing in advanced technologies such as neuromorphic computing, artificial intelligence, and microelectronics.
  • E. Leidos
    Leidos is a major American science, engineering, and technology company that provides advanced solutions and services primarily to defense, intelligence, civil, and health agencies.
  • 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: American Research and Development Corporation
Triple: [Georges Doriot, founded, American Research and Development Corporation]
Generated description
American Research and Development Corporation was one of the first modern venture capital firms in the United States, pioneering institutional investment in high-risk, high-growth technology startups after World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: American Research and Development Corporation
Target entity description: American Research and Development Corporation was one of the first modern venture capital firms in the United States, pioneering institutional investment in high-risk, high-growth technology startups after World War II.
  • A. 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.
  • B. Aerospace Corporation
    Aerospace Corporation is a U.S.-based nonprofit research and development center that provides technical expertise and systems engineering support to national security and civil space programs.
  • C. Engineering Research Associates
    Engineering Research Associates was an early American computing and electronics firm known for pioneering work in intelligence-related computing systems after World War II.
  • D. HRL Laboratories
    HRL Laboratories is a renowned research center specializing in advanced technologies such as neuromorphic computing, artificial intelligence, and microelectronics.
  • E. Leidos
    Leidos is a major American science, engineering, and technology company that provides advanced solutions and services primarily to defense, intelligence, civil, and health agencies.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0a3cecc8190a490573adce80cca completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d46cb56481908c2bc6648a12fbcf completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d4f1bfa48190903bedc43ed6db75 completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.