Triple

T2995412
Position Surface form Disambiguated ID Type / Status
Subject Veronica Mars E81053 entity
Predicate creator P184 FINISHED
Object Rob Thomas
Rob Thomas is an American television writer and producer best known for creating the cult-favorite mystery-drama series Veronica Mars.
 E315726 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: Rob Thomas | Statement: [Veronica Mars, creator, Rob Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rob Thomas
Context triple: [Veronica Mars, creator, Rob Thomas]
  • A. Rob Thomas
    Rob Thomas is an American singer, songwriter, and lead vocalist of Matchbox Twenty, known for his work in pop rock and adult contemporary music.
  • B. Butch Walker
    Butch Walker is an American singer-songwriter, guitarist, and acclaimed record producer known for his work with major rock and pop artists.
  • C. John Bloom
    John Bloom is a film editor best known for his Academy Award-winning work on movies such as "Gandhi" and his editing contributions to notable films including "Charlie Wilson's War."
  • D. Desmond Child
    Desmond Child is an American songwriter and producer renowned for crafting numerous rock and pop hits for artists like Bon Jovi, Aerosmith, and Ricky Martin.
  • E. Michael Penn
    Michael Penn is an American singer-songwriter and composer known for his work on film scores and his 1989 hit single "No Myth."
  • 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: Rob Thomas
Triple: [Veronica Mars, creator, Rob Thomas]
Generated description
Rob Thomas is an American television writer and producer best known for creating the cult-favorite mystery-drama series Veronica Mars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rob Thomas
Target entity description: Rob Thomas is an American television writer and producer best known for creating the cult-favorite mystery-drama series Veronica Mars.
  • A. Rob Thomas
    Rob Thomas is an American singer, songwriter, and lead vocalist of Matchbox Twenty, known for his work in pop rock and adult contemporary music.
  • B. Butch Walker
    Butch Walker is an American singer-songwriter, guitarist, and acclaimed record producer known for his work with major rock and pop artists.
  • C. John Bloom
    John Bloom is a film editor best known for his Academy Award-winning work on movies such as "Gandhi" and his editing contributions to notable films including "Charlie Wilson's War."
  • D. Desmond Child
    Desmond Child is an American songwriter and producer renowned for crafting numerous rock and pop hits for artists like Bon Jovi, Aerosmith, and Ricky Martin.
  • E. Michael Penn
    Michael Penn is an American singer-songwriter and composer known for his work on film scores and his 1989 hit single "No Myth."
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f2e5888190b3346012e2578dab completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b10908cfe48190bf244d5a3dbc958b completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10ab5e3488190b2d8c98dd296cbe5 completed March 11, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69b10b1664f081909b521ee8dd5954f9 completed March 11, 2026, 6:26 a.m.
Created at: March 8, 2026, 2:59 p.m.