Triple

T20241748
Position Surface form Disambiguated ID Type / Status
Subject Last Man Standing E498312 entity
Predicate character P662 FINISHED
Object Sheriff Ed Galt
Sheriff Ed Galt is a recurring law enforcement character on the sitcom "Last Man Standing," known for his interactions with the Baxter family.
E1420448 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: Sheriff Ed Galt | Statement: [Last Man Standing, character, Sheriff Ed Galt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheriff Ed Galt
Context triple: [Last Man Standing, character, Sheriff Ed Galt]
  • A. Sheriff Gil Corrigan
    Sheriff Gil Corrigan is a fictional lawman who appears as a key character in the Western film "A Man Alone."
  • B. Sheriff Sam Galt
    Sheriff Sam Galt is the principled frontier lawman protagonist of the Western film "The Iron Sheriff."
  • C. Sheriff Will Teasle
    Sheriff Will Teasle is the small-town lawman and primary antagonist in "First Blood," whose escalating conflict with John Rambo drives the film’s central drama.
  • D. Sheriff Sam Deeds
    Sheriff Sam Deeds is the conflicted, truth-seeking lawman at the center of the film "Lone Star," whose investigation into a decades-old murder forces him to confront buried secrets about his family and community.
  • E. Sheriff Hartman
    Sheriff Hartman is a supporting law-enforcement character in the 2016 Broadway revival of the classic newsroom comedy "The Front Page."
  • 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: Sheriff Ed Galt
Triple: [Last Man Standing, character, Sheriff Ed Galt]
Generated description
Sheriff Ed Galt is a recurring law enforcement character on the sitcom "Last Man Standing," known for his interactions with the Baxter family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheriff Ed Galt
Target entity description: Sheriff Ed Galt is a recurring law enforcement character on the sitcom "Last Man Standing," known for his interactions with the Baxter family.
  • A. Sheriff Gil Corrigan
    Sheriff Gil Corrigan is a fictional lawman who appears as a key character in the Western film "A Man Alone."
  • B. Sheriff Sam Galt
    Sheriff Sam Galt is the principled frontier lawman protagonist of the Western film "The Iron Sheriff."
  • C. Sheriff Will Teasle
    Sheriff Will Teasle is the small-town lawman and primary antagonist in "First Blood," whose escalating conflict with John Rambo drives the film’s central drama.
  • D. Sheriff Sam Deeds
    Sheriff Sam Deeds is the conflicted, truth-seeking lawman at the center of the film "Lone Star," whose investigation into a decades-old murder forces him to confront buried secrets about his family and community.
  • E. Sheriff Hartman
    Sheriff Hartman is a supporting law-enforcement character in the 2016 Broadway revival of the classic newsroom comedy "The Front Page."
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6716eabf48190ae4e760f472114bd completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0855222ac88190b8e950fcc12418e7 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855d7d87481908ff14d53a2ac94f7 completed May 16, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0856e66c808190b5ef994f1cbc5f3e completed May 16, 2026, 11:37 a.m.
Created at: April 11, 2026, 11:40 p.m.