Triple

T16295907
Position Surface form Disambiguated ID Type / Status
Subject Hal E395646 entity
Predicate fullName P16 FINISHED
Object Hal Wilkerson
Hal Wilkerson is the well-meaning, eccentric, and often childlike father character played by Bryan Cranston on the television sitcom "Malcolm in the Middle."
E1212197 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: Hal Wilkerson | Statement: [Hal, fullName, Hal Wilkerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hal Wilkerson
Context triple: [Hal, fullName, Hal Wilkerson]
  • A. Roy Hinson
    Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
  • B. Greg Edmonson
    Greg Edmonson is an American composer best known for his work on the television series Firefly and the Uncharted video game franchise.
  • C. Dennis Williams
    Dennis Williams is an American labor leader who served as president of the United Auto Workers union, representing autoworkers in contract negotiations and labor policy.
  • D. Russel Hines
    Russel Hines is a fictional character in the darkly comedic crime film "To Die For."
  • E. Kene Holliday
    Kene Holliday is an American actor best known for his role as investigator Tyler Hudson on the television series "Matlock."
  • 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: Hal Wilkerson
Triple: [Hal, fullName, Hal Wilkerson]
Generated description
Hal Wilkerson is the well-meaning, eccentric, and often childlike father character played by Bryan Cranston on the television sitcom "Malcolm in the Middle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hal Wilkerson
Target entity description: Hal Wilkerson is the well-meaning, eccentric, and often childlike father character played by Bryan Cranston on the television sitcom "Malcolm in the Middle."
  • A. Roy Hinson
    Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
  • B. Greg Edmonson
    Greg Edmonson is an American composer best known for his work on the television series Firefly and the Uncharted video game franchise.
  • C. Dennis Williams
    Dennis Williams is an American labor leader who served as president of the United Auto Workers union, representing autoworkers in contract negotiations and labor policy.
  • D. Russel Hines
    Russel Hines is a fictional character in the darkly comedic crime film "To Die For."
  • E. Kene Holliday
    Kene Holliday is an American actor best known for his role as investigator Tyler Hudson on the television series "Matlock."
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e2d08108190bab1b3325923af1d completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a003c4ab62881909c311bdc44068dc4 completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003e490bf0819093acd954a4cd9b0c completed May 10, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_6a003f1037408190a5edd4a5258b50c9 completed May 10, 2026, 8:17 a.m.
Created at: April 10, 2026, 5:06 a.m.