Triple

T13347239
Position Surface form Disambiguated ID Type / Status
Subject Jim McKelvey E317983 entity
Predicate coFounded P104 FINISHED
Object LaunchCode
LaunchCode is a nonprofit organization that provides free coding education and job placement programs to help people start careers in technology.
E1034659 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: LaunchCode | Statement: [Jim McKelvey, coFounded, LaunchCode]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LaunchCode
Context triple: [Jim McKelvey, coFounded, LaunchCode]
  • A. Launchpad
    Launchpad is a macOS feature that presents installed applications in a grid-based, iOS-like interface for easy launching and organization.
  • B. LauncherOne
    LauncherOne is a small, air-launched orbital rocket developed by Virgin Orbit to deploy lightweight satellites into space from a carrier aircraft.
  • C. Berkeley SkyDeck accelerator
    Berkeley SkyDeck accelerator is a leading startup accelerator and incubator at the University of California, Berkeley that supports early-stage companies with mentorship, resources, and access to investors.
  • D. Launch Lane accelerator
    Launch Lane accelerator is a startup acceleration program run by the University City Science Center that supports early-stage companies with mentorship, resources, and growth support.
  • E. Boom Labs
    Boom Labs is a secretive, high-tech goblin research and development facility featured in Hearthstone’s The Boomsday Project expansion.
  • 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: LaunchCode
Triple: [Jim McKelvey, coFounded, LaunchCode]
Generated description
LaunchCode is a nonprofit organization that provides free coding education and job placement programs to help people start careers in technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LaunchCode
Target entity description: LaunchCode is a nonprofit organization that provides free coding education and job placement programs to help people start careers in technology.
  • A. Launchpad
    Launchpad is a macOS feature that presents installed applications in a grid-based, iOS-like interface for easy launching and organization.
  • B. LauncherOne
    LauncherOne is a small, air-launched orbital rocket developed by Virgin Orbit to deploy lightweight satellites into space from a carrier aircraft.
  • C. Berkeley SkyDeck accelerator
    Berkeley SkyDeck accelerator is a leading startup accelerator and incubator at the University of California, Berkeley that supports early-stage companies with mentorship, resources, and access to investors.
  • D. Launch Lane accelerator
    Launch Lane accelerator is a startup acceleration program run by the University City Science Center that supports early-stage companies with mentorship, resources, and growth support.
  • E. Boom Labs
    Boom Labs is a secretive, high-tech goblin research and development facility featured in Hearthstone’s The Boomsday Project expansion.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99e89c65c819093f3bea11d6073c5 completed April 11, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f439b3c8190b35fd4d097d65068 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f7204b6f108190bca6a0140620e03e completed May 3, 2026, 10:15 a.m.
NED2 Entity disambiguation (via description) batch_69f720fbf0bc81908c68cf2844938e45 completed May 3, 2026, 10:18 a.m.
Created at: April 9, 2026, 9:31 p.m.