Triple

T5894910
Position Surface form Disambiguated ID Type / Status
Subject AngularJS E131078 entity
Predicate originalAuthor P2806 FINISHED
Object Misko Hevery
Misko Hevery is a software engineer best known as the creator of the AngularJS web application framework and a prominent advocate of testable, maintainable code.
E553114 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: Misko Hevery | Statement: [AngularJS, originalAuthor, Misko Hevery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Misko Hevery
Context triple: [AngularJS, originalAuthor, Misko Hevery]
  • A. Michael Gruskoff
    Michael Gruskoff is an American film producer best known for his work on influential 1970s and 1980s films, including the cult science fiction movie "Silent Running."
  • B. Alec Miloslavsky
    Alec Miloslavsky is a technology entrepreneur best known as a co-founder of the customer experience and contact center software company Genesys.
  • C. Mark Matejka
    Mark Matejka is an American guitarist best known as a member of the Southern rock band Lynyrd Skynyrd.
  • D. Michael Seresin
    Michael Seresin is a New Zealand-born cinematographer and film director known for his visually striking work on major films such as "Dawn of the Planet of the Apes" and "Harry Potter and the Prisoner of Azkaban."
  • E. Marc Mezvinsky
    Marc Mezvinsky is an American investment banker best known as the husband of Chelsea Clinton and son-in-law of former U.S. President Bill Clinton and former Secretary of State Hillary Clinton.
  • 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: Misko Hevery
Triple: [AngularJS, originalAuthor, Misko Hevery]
Generated description
Misko Hevery is a software engineer best known as the creator of the AngularJS web application framework and a prominent advocate of testable, maintainable code.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Misko Hevery
Target entity description: Misko Hevery is a software engineer best known as the creator of the AngularJS web application framework and a prominent advocate of testable, maintainable code.
  • A. Michael Gruskoff
    Michael Gruskoff is an American film producer best known for his work on influential 1970s and 1980s films, including the cult science fiction movie "Silent Running."
  • B. Alec Miloslavsky
    Alec Miloslavsky is a technology entrepreneur best known as a co-founder of the customer experience and contact center software company Genesys.
  • C. Mark Matejka
    Mark Matejka is an American guitarist best known as a member of the Southern rock band Lynyrd Skynyrd.
  • D. Michael Seresin
    Michael Seresin is a New Zealand-born cinematographer and film director known for his visually striking work on major films such as "Dawn of the Planet of the Apes" and "Harry Potter and the Prisoner of Azkaban."
  • E. Marc Mezvinsky
    Marc Mezvinsky is an American investment banker best known as the husband of Chelsea Clinton and son-in-law of former U.S. President Bill Clinton and former Secretary of State Hillary Clinton.
  • 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_69c00857439c819095950754176aa58a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c036f3364c81909353f62ca483f24f completed March 22, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b1558fa48190a6ecde69c1477863 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b2442bf881908aeaecb46463e32d completed March 23, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0b2bc8b9c8190ab642d317056b1de completed March 23, 2026, 3:25 a.m.
Created at: March 22, 2026, 3:58 p.m.