Triple

T5019015
Position Surface form Disambiguated ID Type / Status
Subject Hawkins, Indiana E112803 entity
Predicate mayor P185 FINISHED
Object Larry Kline
Larry Kline is the fictional mayor of Hawkins, Indiana, in the television series "Stranger Things," known for his self-serving and corrupt behavior during the events of the show’s third season.
E524372 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: Larry Kline | Statement: [Hawkins, Indiana, mayor, Larry Kline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Kline
Context triple: [Hawkins, Indiana, mayor, Larry Kline]
  • A. Larry Kellner
    Larry Kellner is an American business executive best known for leading Continental Airlines as its chief executive officer.
  • B. John Froines
    John Froines was an American chemist, anti–Vietnam War activist, and one of the defendants in the infamous Chicago Seven trial.
  • C. Ron Eldard
    Ron Eldard is an American actor known for his work in film, television, and theater, including roles in projects like "Sleepers," "ER," and "Black Hawk Down."
  • D. Hank Corwin
    Hank Corwin is an acclaimed American film editor known for his impressionistic, nonlinear cutting style on films such as The Tree of Life, The Big Short, and Vice.
  • E. Bill Pankow
    Bill Pankow is an American film editor known for his work on numerous feature films, including crime and thriller dramas.
  • 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: Larry Kline
Triple: [Hawkins, Indiana, mayor, Larry Kline]
Generated description
Larry Kline is the fictional mayor of Hawkins, Indiana, in the television series "Stranger Things," known for his self-serving and corrupt behavior during the events of the show’s third season.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Kline
Target entity description: Larry Kline is the fictional mayor of Hawkins, Indiana, in the television series "Stranger Things," known for his self-serving and corrupt behavior during the events of the show’s third season.
  • A. Larry Kellner
    Larry Kellner is an American business executive best known for leading Continental Airlines as its chief executive officer.
  • B. John Froines
    John Froines was an American chemist, anti–Vietnam War activist, and one of the defendants in the infamous Chicago Seven trial.
  • C. Ron Eldard
    Ron Eldard is an American actor known for his work in film, television, and theater, including roles in projects like "Sleepers," "ER," and "Black Hawk Down."
  • D. Hank Corwin
    Hank Corwin is an acclaimed American film editor known for his impressionistic, nonlinear cutting style on films such as The Tree of Life, The Big Short, and Vice.
  • E. Bill Pankow
    Bill Pankow is an American film editor known for his work on numerous feature films, including crime and thriller dramas.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73415e088190802f9bb283262386 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf70c59678819097aed5af25f36b66 completed March 22, 2026, 4:32 a.m.
NEDg Description generation batch_69bf721b227081909d3d87917b13ec5c completed March 22, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69bf7262f3688190a25efd5c6b480488 completed March 22, 2026, 4:38 a.m.
Created at: March 20, 2026, 1:35 p.m.