Triple

T21638713
Position Surface form Disambiguated ID Type / Status
Subject Stalker (TV series) E534030 entity
Predicate character P662 FINISHED
Object Beth Davis
Beth Davis is the lead LAPD detective specializing in stalking cases in the psychological thriller TV series "Stalker."
E1493821 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: Beth Davis | Statement: [Stalker (TV series), character, Beth Davis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beth Davis
Context triple: [Stalker (TV series), character, Beth Davis]
  • A. Lisa Davis
    Lisa Davis is a British-American actress best known for voicing Anita in Disney’s animated film "One Hundred and One Dalmatians."
  • B. Georgia Davis
    Georgia Davis was the second wife of American comedian and actor Red Skelton, with whom she shared both personal and professional aspects of his entertainment career.
  • C. Sarah Davis
    Sarah Davis was the mother of Rufus Isaacs, 1st Marquess of Reading, a prominent British lawyer, politician, and Viceroy of India.
  • D. Emily Davis
    Emily Davis is a playable character in the interactive horror video game "Until Dawn," known for her sharp wit, assertive personality, and complex relationships within the group of friends.
  • E. Kate Davis
    Kate Davis was the wife of influential newspaper publisher and journalist Joseph Pulitzer.
  • 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: Beth Davis
Triple: [Stalker (TV series), character, Beth Davis]
Generated description
Beth Davis is the lead LAPD detective specializing in stalking cases in the psychological thriller TV series "Stalker."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beth Davis
Target entity description: Beth Davis is the lead LAPD detective specializing in stalking cases in the psychological thriller TV series "Stalker."
  • A. Lisa Davis
    Lisa Davis is a British-American actress best known for voicing Anita in Disney’s animated film "One Hundred and One Dalmatians."
  • B. Georgia Davis
    Georgia Davis was the second wife of American comedian and actor Red Skelton, with whom she shared both personal and professional aspects of his entertainment career.
  • C. Sarah Davis
    Sarah Davis was the mother of Rufus Isaacs, 1st Marquess of Reading, a prominent British lawyer, politician, and Viceroy of India.
  • D. Emily Davis
    Emily Davis is a playable character in the interactive horror video game "Until Dawn," known for her sharp wit, assertive personality, and complex relationships within the group of friends.
  • E. Kate Davis
    Kate Davis was the wife of influential newspaper publisher and journalist Joseph Pulitzer.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef538fb12481908f70ad8dbe1d99e4 completed April 27, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0fa04cd481909a9a9d7420646e00 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10d3dd8081909f2370db4a3cb527 completed May 17, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1143621881908af17d96a1759f9a completed May 17, 2026, 7:04 p.m.
Created at: April 16, 2026, 6:35 p.m.