Triple

T6019034
Position Surface form Disambiguated ID Type / Status
Subject Southland E134017 entity
Predicate mainCastMember P5563 FINISHED
Object Michael Cudlitz
Michael Cudlitz is an American actor best known for his television roles in gritty police and military dramas, including Southland and The Walking Dead.
 E562137 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: Michael Cudlitz | Statement: [Southland, mainCastMember, Michael Cudlitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Cudlitz
Context triple: [Southland, mainCastMember, Michael Cudlitz]
  • A. Don McGregor
    Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
  • B. Steve Niles
    Steve Niles is an American comic book writer and novelist best known for his influential horror work, including co-creating the vampire series "30 Days of Night."
  • C. Warren Ellis
    Warren Ellis is an Australian musician and composer best known for his work with Nick Cave and the Bad Seeds and for scoring numerous acclaimed films.
  • D. Warren Ellis
    Warren Ellis is a British comic book writer and novelist renowned for influential works like "Transmetropolitan," "Planetary," and numerous groundbreaking series for major publishers.
  • E. Richard Johns
    Richard Johns is a senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of Fighter Command.
  • 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: Michael Cudlitz
Triple: [Southland, mainCastMember, Michael Cudlitz]
Generated description
Michael Cudlitz is an American actor best known for his television roles in gritty police and military dramas, including Southland and The Walking Dead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Cudlitz
Target entity description: Michael Cudlitz is an American actor best known for his television roles in gritty police and military dramas, including Southland and The Walking Dead.
  • A. Don McGregor
    Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
  • B. Steve Niles
    Steve Niles is an American comic book writer and novelist best known for his influential horror work, including co-creating the vampire series "30 Days of Night."
  • C. Warren Ellis
    Warren Ellis is a British comic book writer and novelist renowned for influential works like "Transmetropolitan," "Planetary," and numerous groundbreaking series for major publishers.
  • D. Warren Ellis
    Warren Ellis is an Australian musician and composer best known for his work with Nick Cave and the Bad Seeds and for scoring numerous acclaimed films.
  • E. Richard Johns
    Richard Johns is a senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of Fighter Command.
  • 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_69c008742a5c8190b9cb9c2787a3d8b3 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f8589d0819089ae7840461640f6 completed March 22, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108be2170819084b4b940e52b0185 completed March 23, 2026, 9:32 a.m.
NEDg Description generation batch_69c10abc9aa08190acf1ced6a8be322e completed March 23, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69c10b5c118c8190aaf5461c40472022 completed March 23, 2026, 9:43 a.m.
Created at: March 22, 2026, 4:07 p.m.