Triple

T22374798
Position Surface form Disambiguated ID Type / Status
Subject TJ Holowaychuk E553125 entity
Predicate created P538 FINISHED
Object Apex
Apex is a minimalist JavaScript task runner and deployment tool created by prolific open-source developer TJ Holowaychuk.
E1532497 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: Apex | Statement: [TJ Holowaychuk, created, Apex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apex
Context triple: [TJ Holowaychuk, created, Apex]
  • A. Apex
    Apex is a suburban town in North Carolina’s Research Triangle region, known for its historic downtown and high quality of life.
  • B. Apex
    "Apex" is a hip-hop project by rapper KXNG Crooked that showcases his intricate lyricism and technical prowess.
  • C. APEX
    APEX is a submillimeter-wavelength radio telescope located in Chile’s Atacama Desert, used for studying cold dust and gas in the universe.
  • D. APEX
    APEX is Oracle's low-code web application development platform used to rapidly build and deploy data-driven applications on Oracle databases.
  • E. Apex Legends
    Apex Legends is a free-to-play hero-based battle royale first-person shooter developed by Respawn Entertainment and published by Electronic Arts.
  • 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: Apex
Triple: [TJ Holowaychuk, created, Apex]
Generated description
Apex is a minimalist JavaScript task runner and deployment tool created by prolific open-source developer TJ Holowaychuk.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apex
Target entity description: Apex is a minimalist JavaScript task runner and deployment tool created by prolific open-source developer TJ Holowaychuk.
  • A. Apex
    Apex is a suburban town in North Carolina’s Research Triangle region, known for its historic downtown and high quality of life.
  • B. Apex
    "Apex" is a hip-hop project by rapper KXNG Crooked that showcases his intricate lyricism and technical prowess.
  • C. APEX
    APEX is a submillimeter-wavelength radio telescope located in Chile’s Atacama Desert, used for studying cold dust and gas in the universe.
  • D. APEX
    APEX is Oracle's low-code web application development platform used to rapidly build and deploy data-driven applications on Oracle databases.
  • E. Apex Legends
    Apex Legends is a free-to-play hero-based battle royale first-person shooter developed by Respawn Entertainment and published by Electronic Arts.
  • 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_69e11e4c03248190a26a5060ea6973ee completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15806b534819083716c2b090ede42 completed April 29, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae06e23dc8190b20d951ea908c6c8 completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae1b572748190a31b34e64a40f57d completed May 18, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae26aaa8081908b255e39fb91dcb2 completed May 18, 2026, 9:56 a.m.
Created at: April 16, 2026, 8:45 p.m.