Triple

T683772
Position Surface form Disambiguated ID Type / Status
Subject Marc Seriff E13237 entity
Predicate coFounded P104 FINISHED
Object Quantum Computer Services
Quantum Computer Services was an early online services company that evolved into America Online (AOL), one of the most influential internet service providers of the 1990s.
E83565 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: Quantum Computer Services | Statement: [Marc Seriff, coFounded, Quantum Computer Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quantum Computer Services
Context triple: [Marc Seriff, coFounded, Quantum Computer Services]
  • A. Software Development Laboratories
    Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
  • B. QED Proof-of-Concept Program
    The QED Proof-of-Concept Program is a commercialization initiative that helps academic researchers advance promising life science and healthcare technologies toward market readiness through funding, mentorship, and industry partnerships.
  • C. Squantum
    Squantum is a coastal neighborhood of Quincy, Massachusetts, known for its residential character, waterfront views, and proximity to Boston.
  • D. Cadabra, Inc.
    Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
  • E. Strategic Computing Initiative
    The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
  • 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: Quantum Computer Services
Triple: [Marc Seriff, coFounded, Quantum Computer Services]
Generated description
Quantum Computer Services was an early online services company that evolved into America Online (AOL), one of the most influential internet service providers of the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quantum Computer Services
Target entity description: Quantum Computer Services was an early online services company that evolved into America Online (AOL), one of the most influential internet service providers of the 1990s.
  • A. Software Development Laboratories
    Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
  • B. QED Proof-of-Concept Program
    The QED Proof-of-Concept Program is a commercialization initiative that helps academic researchers advance promising life science and healthcare technologies toward market readiness through funding, mentorship, and industry partnerships.
  • C. Squantum
    Squantum is a coastal neighborhood of Quincy, Massachusetts, known for its residential character, waterfront views, and proximity to Boston.
  • D. Cadabra, Inc.
    Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
  • E. Strategic Computing Initiative
    The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a070d4c08190a510a8f9c1ae8076 completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3a743c08190be4db12e2ed39ffb completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c510ceec81908770fee50c0e69b1 completed March 2, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69a5cd4af9a0819093cb72432dbec343 completed March 2, 2026, 5:47 p.m.
Created at: March 1, 2026, 7:36 p.m.