Triple

T16579879
Position Surface form Disambiguated ID Type / Status
Subject Belonging E402801 entity
Predicate hasCastMember P2308 FINISHED
Object Stephanie Cole
Stephanie Cole is an English actress known for her extensive work in television, radio, and theatre, including prominent roles in series such as "Waiting for God" and "Doc Martin."
E1220876 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: Stephanie Cole | Statement: [Belonging, hasCastMember, Stephanie Cole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephanie Cole
Context triple: [Belonging, hasCastMember, Stephanie Cole]
  • A. Stephanie Smith
    Stephanie Smith is a minor character in the 2002 hip-hop drama film "8 Mile," which stars Eminem and follows the Detroit rap battle scene.
  • B. Stephanie Squires
    Stephanie Squires is a central character in the coming-of-age film "The Wackness," serving as the love interest who helps drive the protagonist’s emotional and personal growth during a transformative summer in 1990s New York City.
  • C. Stephanie Lewis
    Stephanie Lewis is best known as the wife of influential American philosopher David Lewis, a central figure in contemporary analytic philosophy.
  • D. Stephanie Bentley
    Stephanie Bentley is an American country music singer and songwriter known for both her solo recordings and for penning hits for other artists.
  • E. Stephanie Edwards
    Stephanie Edwards is an American singer best known for competing as a standout contestant on the sixth season of the television show American Idol.
  • 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: Stephanie Cole
Triple: [Belonging, hasCastMember, Stephanie Cole]
Generated description
Stephanie Cole is an English actress known for her extensive work in television, radio, and theatre, including prominent roles in series such as "Waiting for God" and "Doc Martin."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephanie Cole
Target entity description: Stephanie Cole is an English actress known for her extensive work in television, radio, and theatre, including prominent roles in series such as "Waiting for God" and "Doc Martin."
  • A. Stephanie Smith
    Stephanie Smith is a minor character in the 2002 hip-hop drama film "8 Mile," which stars Eminem and follows the Detroit rap battle scene.
  • B. Stephanie Squires
    Stephanie Squires is a central character in the coming-of-age film "The Wackness," serving as the love interest who helps drive the protagonist’s emotional and personal growth during a transformative summer in 1990s New York City.
  • C. Stephanie Lewis
    Stephanie Lewis is best known as the wife of influential American philosopher David Lewis, a central figure in contemporary analytic philosophy.
  • D. Stephanie Bentley
    Stephanie Bentley is an American country music singer and songwriter known for both her solo recordings and for penning hits for other artists.
  • E. Stephanie Edwards
    Stephanie Edwards is a surgical resident on the television series "Grey's Anatomy," known for her intelligence, ambition, and complex personal relationships at Grey Sloan Memorial Hospital.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35960834c819080eed0c9f32b881d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006eee7e4881908a529717bc449078 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f9043b8819086143b2ec0cf1657 completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00701fc1848190b3248a70b462eab1 completed May 10, 2026, 11:46 a.m.
Created at: April 10, 2026, 5:16 a.m.