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.