Triple

T18533739
Position Surface form Disambiguated ID Type / Status
Subject James LeGros E452906 entity
Predicate portrayedCharacter P1668 FINISHED
Object Wade Messer
Wade Messer is a recurring criminal character in the TV series "Justified," known for his involvement in various schemes and conflicts in Harlan County.
E1330388 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: Wade Messer | Statement: [James LeGros, portrayedCharacter, Wade Messer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wade Messer
Context triple: [James LeGros, portrayedCharacter, Wade Messer]
  • A. Louie Messer
    Louie Messer is a fictional character in the CSI: NY universe, known primarily as the brother of crime scene investigator Danny Messer.
  • B. Wade Gustafson
    Wade Gustafson is a wealthy, stubborn, and domineering car dealership owner in the film "Fargo," known for his tense relationship with his son-in-law Jerry Lundegaard.
  • C. Irwin Wade
    Irwin Wade is a fictional World War II combat medic and member of the squad in the film "Saving Private Ryan."
  • D. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • E. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • 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: Wade Messer
Triple: [James LeGros, portrayedCharacter, Wade Messer]
Generated description
Wade Messer is a recurring criminal character in the TV series "Justified," known for his involvement in various schemes and conflicts in Harlan County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wade Messer
Target entity description: Wade Messer is a recurring criminal character in the TV series "Justified," known for his involvement in various schemes and conflicts in Harlan County.
  • A. Louie Messer
    Louie Messer is a fictional character in the CSI: NY universe, known primarily as the brother of crime scene investigator Danny Messer.
  • B. Wade Gustafson
    Wade Gustafson is a wealthy, stubborn, and domineering car dealership owner in the film "Fargo," known for his tense relationship with his son-in-law Jerry Lundegaard.
  • C. Irwin Wade
    Irwin Wade is a fictional World War II combat medic and member of the squad in the film "Saving Private Ryan."
  • D. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • E. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e533ffc38881909f8ee132314f58a3 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ad81eb88190a2b0b57faa622e46 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c86bd748190a10f6f720cc4c9eb completed May 13, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_6a049e9f82d48190b375adef9fbfd1bd completed May 13, 2026, 3:54 p.m.
Created at: April 10, 2026, 11:37 a.m.