Triple

T1771270
Position Surface form Disambiguated ID Type / Status
Subject NCIS: Los Angeles E38878 entity
Predicate mainCharacter P1183 FINISHED
Object Marty Deeks
Marty Deeks is a witty, surf-loving LAPD detective who serves as the liaison and later agent with the NCIS team in the television series "NCIS: Los Angeles."
E200134 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: Marty Deeks | Statement: [NCIS: Los Angeles, mainCharacter, Marty Deeks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marty Deeks
Context triple: [NCIS: Los Angeles, mainCharacter, Marty Deeks]
  • A. Leroy Jethro Gibbs
    Leroy Jethro Gibbs is a stoic, highly skilled former Marine sniper and the lead special agent of the NCIS Major Case Response Team in the long-running television series "NCIS."
  • B. Timothy McGee
    Timothy McGee is a technically skilled and intelligent NCIS special agent known for his computer expertise, analytical mind, and evolution from timid rookie to confident investigator on the TV series "NCIS."
  • C. Michael Ross
    Michael Ross was an American television writer and producer best known for co-creating influential sitcoms such as The Jeffersons.
  • D. Ross O’Donovan
    Ross O’Donovan is an Irish-Australian animator, voice actor, and internet personality best known for his work on YouTube and as a former member of the Game Grumps channel.
  • E. Anthony DiNozzo
    Anthony DiNozzo is a charismatic, wisecracking former homicide detective who serves as a senior field agent on the hit TV crime drama NCIS.
  • 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: Marty Deeks
Triple: [NCIS: Los Angeles, mainCharacter, Marty Deeks]
Generated description
Marty Deeks is a witty, surf-loving LAPD detective who serves as the liaison and later agent with the NCIS team in the television series "NCIS: Los Angeles."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marty Deeks
Target entity description: Marty Deeks is a witty, surf-loving LAPD detective who serves as the liaison and later agent with the NCIS team in the television series "NCIS: Los Angeles."
  • A. Leroy Jethro Gibbs
    Leroy Jethro Gibbs is a stoic, highly skilled former Marine sniper and the lead special agent of the NCIS Major Case Response Team in the long-running television series "NCIS."
  • B. Timothy McGee
    Timothy McGee is a technically skilled and intelligent NCIS special agent known for his computer expertise, analytical mind, and evolution from timid rookie to confident investigator on the TV series "NCIS."
  • C. Michael Ross
    Michael Ross was an American television writer and producer best known for co-creating influential sitcoms such as The Jeffersons.
  • D. Ross O’Donovan
    Ross O’Donovan is an Irish-Australian animator, voice actor, and internet personality best known for his work on YouTube and as a former member of the Game Grumps channel.
  • E. Anthony DiNozzo
    Anthony DiNozzo is a charismatic, wisecracking former homicide detective who serves as a senior field agent on the hit TV crime drama NCIS.
  • 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa648fe908819098fd27b74b17fabb completed March 6, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada995dab48190b7efcf1007fc9d5f completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab3b5008190ba5a07636fe3f2eb completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaea83bfc8190a526d5f2bd460e4c completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.