Triple
T9111884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Club of Rome |
E218621
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Graham Turner
Graham Turner is an Australian scientist and systems analyst known for his work on global sustainability and for revisiting and updating the Club of Rome’s "Limits to Growth" studies.
|
E786757
|
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: Graham Turner | Statement: [Club of Rome, hasKeyPerson, Graham Turner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graham Turner Context triple: [Club of Rome, hasKeyPerson, Graham Turner]
-
A.
Graham Crowley
Graham Crowley is a British painter known for his figurative and landscape works and for his influential role in contemporary British art since the late 20th century.
-
B.
Graham Hamilton
"Graham Hamilton" is a lesser-known work by Lady Caroline Lamb, an early 19th-century British aristocrat and novelist best remembered for her scandalous affair with Lord Byron and her novel "Glenarvon."
-
C.
Graham Russell
Graham Russell is an English musician and songwriter best known as the co-founder and guitarist of the soft rock duo Air Supply.
-
D.
Keith Greig
Keith Greig is a legendary Australian rules footballer best known for his brilliant wing play with North Melbourne in the VFL during the 1970s, where he won multiple Brownlow Medals and premierships.
-
E.
Martin Boddey
Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
- 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: Graham Turner Triple: [Club of Rome, hasKeyPerson, Graham Turner]
Generated description
Graham Turner is an Australian scientist and systems analyst known for his work on global sustainability and for revisiting and updating the Club of Rome’s "Limits to Growth" studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graham Turner Target entity description: Graham Turner is an Australian scientist and systems analyst known for his work on global sustainability and for revisiting and updating the Club of Rome’s "Limits to Growth" studies.
-
A.
Graham Crowley
Graham Crowley is a British painter known for his figurative and landscape works and for his influential role in contemporary British art since the late 20th century.
-
B.
Graham Hamilton
"Graham Hamilton" is a lesser-known work by Lady Caroline Lamb, an early 19th-century British aristocrat and novelist best remembered for her scandalous affair with Lord Byron and her novel "Glenarvon."
-
C.
Graham Russell
Graham Russell is an English musician and songwriter best known as the co-founder and guitarist of the soft rock duo Air Supply.
-
D.
Keith Greig
Keith Greig is a legendary Australian rules footballer best known for his brilliant wing play with North Melbourne in the VFL during the 1970s, where he won multiple Brownlow Medals and premierships.
-
E.
Martin Boddey
Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
- 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_69ca83dc94ac8190b9ef42684d36ff39 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8495c448190b9bb3803fb2dda70 |
completed | April 1, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d07758ce3c819088e78674a7da5a06 |
completed | April 4, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69d0782d305481909a2b41615e890863 |
completed | April 4, 2026, 2:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0789ef4288190bf4d52e7ed47bd9b |
completed | April 4, 2026, 2:34 a.m. |
Created at: March 30, 2026, 7:16 p.m.