Triple

T5475699
Position Surface form Disambiguated ID Type / Status
Subject Stakeout E122946 entity
Predicate producer P490 FINISHED
Object Cathleen Summers
Cathleen Summers is a film and television producer best known for her work on the action-comedy movie "Stakeout."
 E523526 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: Cathleen Summers | Statement: [Stakeout, producer, Cathleen Summers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cathleen Summers
Context triple: [Stakeout, producer, Cathleen Summers]
  • A. Suzanne Warren
    Suzanne Warren is a mentally ill yet endearing and complex inmate character from the television series "Orange Is the New Black."
  • B. Mare Sheehan
    Mare Sheehan is a troubled small-town Pennsylvania detective and the central figure of the crime drama miniseries "Mare of Easttown," known for juggling a complex murder investigation with her own personal and family struggles.
  • C. Amy Prentiss
    Amy Prentiss is a 1970s American television crime drama series featuring Jessica Walter as a pioneering female chief of detectives in San Francisco.
  • D. Marti Noxon
    Marti Noxon is an American television writer, producer, and director best known for her work on series like "Buffy the Vampire Slayer," "UnREAL," and "Sharp Objects."
  • E. Grace Harper
    Grace Harper is a cybernetically enhanced soldier from the future who serves as a key protector and ally in the Terminator film franchise.
  • 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: Cathleen Summers
Triple: [Stakeout, producer, Cathleen Summers]
Generated description
Cathleen Summers is a film and television producer best known for her work on the action-comedy movie "Stakeout."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cathleen Summers
Target entity description: Cathleen Summers is a film and television producer best known for her work on the action-comedy movie "Stakeout."
  • A. Suzanne Warren
    Suzanne Warren is a mentally ill yet endearing and complex inmate character from the television series "Orange Is the New Black."
  • B. Mare Sheehan
    Mare Sheehan is a troubled small-town Pennsylvania detective and the central figure of the crime drama miniseries "Mare of Easttown," known for juggling a complex murder investigation with her own personal and family struggles.
  • C. Amy Prentiss
    Amy Prentiss is a 1970s American television crime drama series featuring Jessica Walter as a pioneering female chief of detectives in San Francisco.
  • D. Marti Noxon
    Marti Noxon is an American television writer, producer, and director best known for her work on series like "Buffy the Vampire Slayer," "UnREAL," and "Sharp Objects."
  • E. Grace Harper
    Grace Harper is a cybernetically enhanced soldier from the future who serves as a key protector and ally in the Terminator film franchise.
  • 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd923465c88190ad9c1b75b268f7ca completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf489a8f9881908aec81e59ed1e3e4 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf49a2071c8190bc1abc380db9383a completed March 22, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a1033f88190a609613635de9d6c completed March 22, 2026, 1:46 a.m.
Created at: March 20, 2026, 2:09 p.m.