Triple

T6126524
Position Surface form Disambiguated ID Type / Status
Subject No Hard Feelings E136608 entity
Predicate character P662 FINISHED
Object Laird Becker
Laird Becker is a supporting character in the 2023 comedy film "No Hard Feelings," involved in the story’s awkward and humorous romantic entanglements.
E571358 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: Laird Becker | Statement: [No Hard Feelings, character, Laird Becker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laird Becker
Context triple: [No Hard Feelings, character, Laird Becker]
  • A. Leonard Bosack
    Leonard Bosack is an American computer engineer and entrepreneur best known as the co-founder of Cisco Systems, a pioneering company in computer networking and internet infrastructure.
  • B. Pat Proft
    Pat Proft is an American comedy writer and screenwriter best known for his work on spoof film franchises such as The Naked Gun and Police Academy.
  • C. Michael Abrash
    Michael Abrash is a prominent computer programmer and graphics expert known for his pioneering work in game engines and virtual reality, including leading research efforts at Oculus VR.
  • D. Hal McKusick
    Hal McKusick was an American jazz alto saxophonist, clarinetist, and composer known for his cool-toned style and work in the 1950s modern jazz scene.
  • E. Mitchell Baker
    Mitchell Baker is an American business leader and open-source advocate best known as the longtime chair and former CEO of Mozilla, where she has guided the development of the Firefox web browser and the organization’s internet-for-good mission.
  • 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: Laird Becker
Triple: [No Hard Feelings, character, Laird Becker]
Generated description
Laird Becker is a supporting character in the 2023 comedy film "No Hard Feelings," involved in the story’s awkward and humorous romantic entanglements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laird Becker
Target entity description: Laird Becker is a supporting character in the 2023 comedy film "No Hard Feelings," involved in the story’s awkward and humorous romantic entanglements.
  • A. Leonard Bosack
    Leonard Bosack is an American computer engineer and entrepreneur best known as the co-founder of Cisco Systems, a pioneering company in computer networking and internet infrastructure.
  • B. Pat Proft
    Pat Proft is an American comedy writer and screenwriter best known for his work on spoof film franchises such as The Naked Gun and Police Academy.
  • C. Michael Abrash
    Michael Abrash is a prominent computer programmer and graphics expert known for his pioneering work in game engines and virtual reality, including leading research efforts at Oculus VR.
  • D. Hal McKusick
    Hal McKusick was an American jazz alto saxophonist, clarinetist, and composer known for his cool-toned style and work in the 1950s modern jazz scene.
  • E. Mitchell Baker
    Mitchell Baker is an American business leader and open-source advocate best known as the longtime chair and former CEO of Mozilla, where she has guided the development of the Firefox web browser and the organization’s internet-for-good mission.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c28dbbc8190a0a0c20ec794e81a completed March 22, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135bd8d3881909873d2a063b3aecc completed March 23, 2026, 12:44 p.m.
NEDg Description generation batch_69c1392b0e448190846ccf73e89a6ad3 completed March 23, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_69c139884ba881908db94f17d8d97faf completed March 23, 2026, 1 p.m.
Created at: March 22, 2026, 4:15 p.m.