Triple

T9999580
Position Surface form Disambiguated ID Type / Status
Subject Anastasia Steele E197288 entity
Predicate hasFriend P8712 FINISHED
Object Katherine Kavanagh
Katherine Kavanagh is a confident, outgoing journalism student and Anastasia Steele’s best friend in the Fifty Shades series.
E838299 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: Katherine Kavanagh | Statement: [Anastasia Steele, hasFriend, Katherine Kavanagh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katherine Kavanagh
Context triple: [Anastasia Steele, hasFriend, Katherine Kavanagh]
  • A. Katherine O’Flaherty
    Katherine O’Flaherty, better known by her pen name Kate Chopin, was an American author recognized for her pioneering feminist short stories and the novel "The Awakening."
  • B. Cathleen Nesbitt
    Cathleen Nesbitt was a British character actress known for her long stage and screen career, including memorable supporting roles in classic films of the mid-20th century.
  • C. Marigo Kehoe
    Marigo Kehoe is a British television producer and executive best known as a co-founder of the production company Left Bank Pictures, which has created acclaimed series such as "The Crown."
  • D. Máire MacEntee
    Máire MacEntee was an Irish civil servant and diplomat, noted both for her own public service career and as the wife of writer, politician, and diplomat Conor Cruise O'Brien.
  • E. Kathleen Nolan
    Kathleen Nolan is an American actress best known for her role as Kate McCoy on the classic television sitcom "The Real McCoys."
  • 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: Katherine Kavanagh
Triple: [Anastasia Steele, hasFriend, Katherine Kavanagh]
Generated description
Katherine Kavanagh is a confident, outgoing journalism student and Anastasia Steele’s best friend in the Fifty Shades series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katherine Kavanagh
Target entity description: Katherine Kavanagh is a confident, outgoing journalism student and Anastasia Steele’s best friend in the Fifty Shades series.
  • A. Katherine O’Flaherty
    Katherine O’Flaherty, better known by her pen name Kate Chopin, was an American author recognized for her pioneering feminist short stories and the novel "The Awakening."
  • B. Cathleen Nesbitt
    Cathleen Nesbitt was a British character actress known for her long stage and screen career, including memorable supporting roles in classic films of the mid-20th century.
  • C. Marigo Kehoe
    Marigo Kehoe is a British television producer and executive best known as a co-founder of the production company Left Bank Pictures, which has created acclaimed series such as "The Crown."
  • D. Máire MacEntee
    Máire MacEntee was an Irish civil servant and diplomat, noted both for her own public service career and as the wife of writer, politician, and diplomat Conor Cruise O'Brien.
  • E. Kathleen Nolan
    Kathleen Nolan is an American actress best known for her role as Kate McCoy on the classic television sitcom "The Real McCoys."
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8dc9c081909b6d20909ada09cf completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a0034ec8190bd0a2a368441e44f completed April 5, 2026, 5:21 p.m.
NEDg Description generation batch_69d29b28f48081909f7e0487800ebe52 completed April 5, 2026, 5:26 p.m.
NED2 Entity disambiguation (via description) batch_69d29be3713c819089843c4ec2be93f1 completed April 5, 2026, 5:29 p.m.
Created at: March 30, 2026, 8:51 p.m.