Triple

T14766137
Position Surface form Disambiguated ID Type / Status
Subject Necessary Roughness E347000 entity
Predicate hasCharacter P2308 FINISHED
Object Matthew "Matt" Donnally
Matthew "Matt" Donnally is a main character on the television series "Necessary Roughness," known as a charismatic football team executive who works closely with the team’s therapist.
 E1119080 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: Matthew "Matt" Donnally | Statement: [Necessary Roughness, hasCharacter, Matthew "Matt" Donnally]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matthew "Matt" Donnally
Context triple: [Necessary Roughness, hasCharacter, Matthew "Matt" Donnally]
  • A. Joey Matthews
    Joey Matthews is a central character in the 1954 mystery thriller film "Gorilla at Large," around whom much of the circus-themed suspense and intrigue revolves.
  • B. Tim Mattia
    Tim Mattia is a British director known for creating high-profile music videos and visual content for major contemporary artists.
  • C. Darin McFadyen
    Darin McFadyen is a New Zealand-born DJ and producer best known for his breakbeat and electronic music work under the stage name Freq Nasty.
  • D. Shawn Matthews
    Shawn Matthews is a senior executive associated with the financial services firm Cantor Fitzgerald.
  • E. Nick Remy Matthews
    Nick Remy Matthews is an Australian cinematographer known for his visually striking work on films such as the thriller "Hotel Mumbai."
  • 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: Matthew "Matt" Donnally
Triple: [Necessary Roughness, hasCharacter, Matthew "Matt" Donnally]
Generated description
Matthew "Matt" Donnally is a main character on the television series "Necessary Roughness," known as a charismatic football team executive who works closely with the team’s therapist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matthew "Matt" Donnally
Target entity description: Matthew "Matt" Donnally is a main character on the television series "Necessary Roughness," known as a charismatic football team executive who works closely with the team’s therapist.
  • A. Joey Matthews
    Joey Matthews is a central character in the 1954 mystery thriller film "Gorilla at Large," around whom much of the circus-themed suspense and intrigue revolves.
  • B. Tim Mattia
    Tim Mattia is a British director known for creating high-profile music videos and visual content for major contemporary artists.
  • C. Darin McFadyen
    Darin McFadyen is a New Zealand-born DJ and producer best known for his breakbeat and electronic music work under the stage name Freq Nasty.
  • D. Shawn Matthews
    Shawn Matthews is a senior executive associated with the financial services firm Cantor Fitzgerald.
  • E. Nick Remy Matthews
    Nick Remy Matthews is an Australian cinematographer known for his visually striking work on films such as the thriller "Hotel Mumbai."
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f576c881909da70627f5897c94 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cf68d94819093567bc630f67b60 completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe1b0056988190b14560470428d895 completed May 8, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_69fe1b97e8148190b23a555b9f2c7f1f completed May 8, 2026, 5:21 p.m.
Created at: April 10, 2026, 1:30 a.m.