Triple

T13616822
Position Surface form Disambiguated ID Type / Status
Subject As Good as It Gets E325336 entity
Predicate character P662 FINISHED
Object Spencer Connelly
Spencer Connelly is a minor character in the 1997 romantic comedy-drama film "As Good as It Gets."
 E1052146 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: Spencer Connelly | Statement: [As Good as It Gets, character, Spencer Connelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spencer Connelly
Context triple: [As Good as It Gets, character, Spencer Connelly]
  • A. Spencer O'Reilly
    Spencer O'Reilly is one of the children of American television host and political commentator Bill O'Reilly.
  • B. Spencer Breslin
    Spencer Breslin is an American actor and former child star known for roles in films such as "The Kid," "The Cat in the Hat," and "The Santa Clause" sequels.
  • C. Kyle Spencer
    Kyle Spencer is a character from the television series "American Horror Story: Coven," known as a college student resurrected through dark magic and portrayed by actor Evan Peters.
  • D. Spencer Love
    Spencer Love was an American industrialist and founder of Burlington Industries, a major textile manufacturing company.
  • E. Spencer Maggart
    Spencer Maggart is a member of the Maggart family, known as a child of American actor and musician Brandon Maggart.
  • 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: Spencer Connelly
Triple: [As Good as It Gets, character, Spencer Connelly]
Generated description
Spencer Connelly is a minor character in the 1997 romantic comedy-drama film "As Good as It Gets."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spencer Connelly
Target entity description: Spencer Connelly is a minor character in the 1997 romantic comedy-drama film "As Good as It Gets."
  • A. Spencer O'Reilly
    Spencer O'Reilly is one of the children of American television host and political commentator Bill O'Reilly.
  • B. Spencer Breslin
    Spencer Breslin is an American actor and former child star known for roles in films such as "The Kid," "The Cat in the Hat," and "The Santa Clause" sequels.
  • C. Kyle Spencer
    Kyle Spencer is a character from the television series "American Horror Story: Coven," known as a college student resurrected through dark magic and portrayed by actor Evan Peters.
  • D. Spencer Love
    Spencer Love was an American industrialist and founder of Burlington Industries, a major textile manufacturing company.
  • E. Spencer Maggart
    Spencer Maggart is a member of the Maggart family, known as a child of American actor and musician Brandon Maggart.
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0ad0a7c81909c7972187202db96 completed April 12, 2026, 2:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78ae7d6908190836172e955b0d7e8 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:50 p.m.