Triple

T3200209
Position Surface form Disambiguated ID Type / Status
Subject HMS Challenger E67030 entity
Predicate scientificStaffMember P12589 FINISHED
Object John Murray
John Murray was a pioneering Scottish oceanographer and marine biologist often regarded as one of the founders of modern oceanography.
E336456 NE FINISHED

How this triple was built (5 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: John Murray | Statement: [HMS Challenger, scientificStaffMember, John Murray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Murray
Context triple: [HMS Challenger, scientificStaffMember, John Murray]
  • A. John Murray
    John Murray was a prominent 19th-century British publishing house known for issuing influential scientific and literary works, including Charles Darwin’s writings.
  • B. John Murray
    John Murray is an American actor and comedian best known for his roles in 1980s films and for being part of the Murray family of performers.
  • C. Hamish Hamilton
    Hamish Hamilton is a renowned British publishing imprint known for literary fiction and non-fiction by prominent international authors.
  • D. Hamish Hamilton
    Hamish Hamilton is a British television director renowned for helming major live broadcasts, including high-profile award shows and music events.
  • E. Philip MacDonald
    Philip MacDonald was a British-born novelist and screenwriter best known for his crime and mystery fiction and his contributions to classic Hollywood films.
  • 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: John Murray
Triple: [HMS Challenger, scientificStaffMember, John Murray]
Generated description
John Murray was a pioneering Scottish oceanographer and marine biologist often regarded as one of the founders of modern oceanography.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Murray
Target entity description: John Murray was a pioneering Scottish oceanographer and marine biologist often regarded as one of the founders of modern oceanography.
  • A. John Murray
    John Murray was a prominent 19th-century British publishing house known for issuing influential scientific and literary works, including Charles Darwin’s writings.
  • B. John Murray
    John Murray is an American actor and comedian best known for his roles in 1980s films and for being part of the Murray family of performers.
  • C. Hamish Hamilton
    Hamish Hamilton is a renowned British publishing imprint known for literary fiction and non-fiction by prominent international authors.
  • D. Hamish Hamilton
    Hamish Hamilton is a British television director renowned for helming major live broadcasts, including high-profile award shows and music events.
  • E. Philip MacDonald
    Philip MacDonald was a British-born novelist and screenwriter best known for his crime and mystery fiction and his contributions to classic Hollywood films.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: scientificStaffMember
Context triple: [HMS Challenger, scientificStaffMember, John Murray]
  • A. researchUser
    Indicates that an entity conducts research on, studies, or investigates a particular user.
  • B. chiefScientist
    Indicates that one entity serves as the primary or lead scientist for another entity, typically holding top scientific authority or responsibility.
  • C. involvedScientist chosen
    Indicates that a scientist participated in, contributed to, or was otherwise actively involved with a specified project, study, or activity.
  • D. academicHead
    Indicates that one entity serves as the chief academic leader or head of another entity, such as a department, program, or institution.
  • E. typeOfScientist
    Indicates that one entity is a scientist and the other specifies the kind or specialization of that scientist.
  • F. None of above.

Provenance (6 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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada9ad4b1c8190bc6ad0f025f238c8 completed March 8, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bc3695c8190abd58dbc74ca2271 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24d677ca8819094cb03360ac885da completed March 12, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69b2517e2afc8190a6f8dfa66d3671d5 completed March 12, 2026, 5:39 a.m.
PD Predicate disambiguation batch_69ad9e05e4f48190adbe4366cdba2349 completed March 8, 2026, 4:04 p.m.
Created at: March 8, 2026, 3:07 p.m.