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.