Triple

T22650004
Position Surface form Disambiguated ID Type / Status
Subject Jason Miller E559065 entity
Predicate githubUsername P3930 FINISHED
Object developit
developit is the GitHub username of Jason Miller, a software engineer best known for creating the lightweight React alternative Preact and various performance-focused JavaScript tools.
 E1547624 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: developit | Statement: [Jason Miller, githubUsername, developit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: developit
Context triple: [Jason Miller, githubUsername, developit]
  • A. Designit
    Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
  • B. DEV
    DEV is the abbreviation for the OECD Development Centre, a policy-oriented institution that conducts research and dialogue to support sustainable economic and social development worldwide.
  • C. Dev-Em
    Dev-Em is a character in the TV series "Krypton," depicted as a Sagitari soldier whose loyalties and personal conflicts play a key role in the show's political and military struggles on Superman's home planet.
  • D. LaunchCode
    LaunchCode is a nonprofit organization that provides free coding education and job placement programs to help people start careers in technology.
  • E. DEVB
    DEVB is the abbreviation for the Development Bureau, a government body responsible for planning, land development, public works, and related infrastructure policies.
  • 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: developit
Triple: [Jason Miller, githubUsername, developit]
Generated description
developit is the GitHub username of Jason Miller, a software engineer best known for creating the lightweight React alternative Preact and various performance-focused JavaScript tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: developit
Target entity description: developit is the GitHub username of Jason Miller, a software engineer best known for creating the lightweight React alternative Preact and various performance-focused JavaScript tools.
  • A. Designit
    Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
  • B. DEV
    DEV is the abbreviation for the OECD Development Centre, a policy-oriented institution that conducts research and dialogue to support sustainable economic and social development worldwide.
  • C. Dev-Em
    Dev-Em is a character in the TV series "Krypton," depicted as a Sagitari soldier whose loyalties and personal conflicts play a key role in the show's political and military struggles on Superman's home planet.
  • D. LaunchCode
    LaunchCode is a nonprofit organization that provides free coding education and job placement programs to help people start careers in technology.
  • E. DEVB
    DEVB is the abbreviation for the Development Bureau, a government body responsible for planning, land development, public works, and related infrastructure policies.
  • 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_69e245489dd88190b1f674acf61c8769 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1703b40b88190aec5cf2fa28bfcbf completed April 29, 2026, 2:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b5866775c81908e851a38b863aacf completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5e95ec81909197b2dbca88d7df completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7032e5f48190ada4ef53a71716a6 completed May 18, 2026, 8:01 p.m.
Created at: April 17, 2026, 3:05 p.m.