Triple

T17710012
Position Surface form Disambiguated ID Type / Status
Subject The Neutronium Alchemist E441537 entity
Predicate hasMainCharacter P1183 FINISHED
Object Louise Kavanagh
Louise Kavanagh is a central protagonist in Peter F. Hamilton's science fiction novel "The Neutronium Alchemist," known for being drawn into a vast interstellar conflict that transforms her from a sheltered young woman into a key player in galactic events.
E1360396 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: Louise Kavanagh | Statement: [The Neutronium Alchemist, hasMainCharacter, Louise Kavanagh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Kavanagh
Context triple: [The Neutronium Alchemist, hasMainCharacter, Louise Kavanagh]
  • A. Maureen Drummond
    Maureen Drummond is a fictional character associated with Esther Drummond in the television series "Torchwood: Miracle Day."
  • B. Kathleen Gawthrop
    Kathleen Gawthrop is best known as the second wife of legendary American golfer Arnold Palmer.
  • C. Louise Saunders
    Louise Saunders was an American writer and playwright best known for her marriage to influential editor Maxwell Perkins and for authoring children’s literature and stage works in the early 20th century.
  • D. Margaret Johnston
    Margaret Johnston was a British actress known for her work on stage and in films during the mid-20th century.
  • E. Margaret Johnston
    Margaret Johnston was the wife of British calligrapher and type designer Edward Johnston, noted for her supportive role in his personal and professional life.
  • 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: Louise Kavanagh
Triple: [The Neutronium Alchemist, hasMainCharacter, Louise Kavanagh]
Generated description
Louise Kavanagh is a central protagonist in Peter F. Hamilton's science fiction novel "The Neutronium Alchemist," known for being drawn into a vast interstellar conflict that transforms her from a sheltered young woman into a key player in galactic events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Kavanagh
Target entity description: Louise Kavanagh is a central protagonist in Peter F. Hamilton's science fiction novel "The Neutronium Alchemist," known for being drawn into a vast interstellar conflict that transforms her from a sheltered young woman into a key player in galactic events.
  • A. Maureen Drummond
    Maureen Drummond is a fictional character associated with Esther Drummond in the television series "Torchwood: Miracle Day."
  • B. Kathleen Gawthrop
    Kathleen Gawthrop is best known as the second wife of legendary American golfer Arnold Palmer.
  • C. Louise Saunders
    Louise Saunders was an American writer and playwright best known for her marriage to influential editor Maxwell Perkins and for authoring children’s literature and stage works in the early 20th century.
  • D. Margaret Johnston
    Margaret Johnston was a British actress known for her work on stage and in films during the mid-20th century.
  • E. Margaret Johnston
    Margaret Johnston was the wife of British calligrapher and type designer Edward Johnston, noted for her supportive role in his personal and professional life.
  • 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_69d8b9ea20b48190ace88bb46b01e6a9 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4729a9a9c81908d65ff0bda12c961 completed April 19, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f234d350819090ea00808e01b286 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f2b5c02c81909053e02939a19162 completed May 15, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_6a06f318fdfc819091b4968731225139 completed May 15, 2026, 10:19 a.m.
Created at: April 10, 2026, 10:05 a.m.