Triple
T8163431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm Turnbull |
E190630
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Turnbull
Turnbull is a Scottish-origin surname borne by various notable figures, including Australian politician and former prime minister Malcolm Turnbull.
|
E715800
|
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: Turnbull | Statement: [Malcolm Turnbull, familyName, Turnbull]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turnbull Context triple: [Malcolm Turnbull, familyName, Turnbull]
-
A.
Tory
Tory refers to a historical British political faction and later party associated with conservatism, monarchy, and traditional institutions, which evolved into the modern Conservative Party.
-
B.
The Hayes
The Hayes is a prominent pedestrianised shopping street and public thoroughfare in the centre of Cardiff, Wales.
-
C.
Emmerson
Emmerson is a masculine given name most prominently associated with Zimbabwean politician Emmerson Mnangagwa, the country's president.
-
D.
Turner
Turner is a common English surname borne by numerous notable individuals across politics, arts, sports, and entertainment.
-
E.
Keir
Keir is a masculine given name most prominently associated with British politician Keir Starmer, the leader of the UK Labour Party and Prime Minister of the United Kingdom.
- 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: Turnbull Triple: [Malcolm Turnbull, familyName, Turnbull]
Generated description
Turnbull is a Scottish-origin surname borne by various notable figures, including Australian politician and former prime minister Malcolm Turnbull.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turnbull Target entity description: Turnbull is a Scottish-origin surname borne by various notable figures, including Australian politician and former prime minister Malcolm Turnbull.
-
A.
Tory
Tory refers to a historical British political faction and later party associated with conservatism, monarchy, and traditional institutions, which evolved into the modern Conservative Party.
-
B.
The Hayes
The Hayes is a prominent pedestrianised shopping street and public thoroughfare in the centre of Cardiff, Wales.
-
C.
Emmerson
Emmerson is a masculine given name most prominently associated with Zimbabwean politician Emmerson Mnangagwa, the country's president.
-
D.
Turner
Turner is a common English surname borne by numerous notable individuals across politics, arts, sports, and entertainment.
-
E.
Keir
Keir is a masculine given name most prominently associated with British politician Keir Starmer, the leader of the UK Labour Party and Prime Minister of the United Kingdom.
- 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_69ca82c0ef14819083713f4473dd847c |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4557ebc88190b4e2cab258374d23 |
completed | March 31, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf35000c8190ba78f69b7b1290e8 |
completed | April 1, 2026, 6:46 a.m. |
| NEDg | Description generation | batch_69ccc311d4e8819080f4aeef8ee7dc3b |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd83115fc8190a3e276bed0a00926 |
completed | April 1, 2026, 8:32 a.m. |
Created at: March 30, 2026, 5:38 p.m.