Triple
T5210432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Division of Kooyong |
E117618
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Josh Frydenberg
Josh Frydenberg is an Australian Liberal Party politician who served as Treasurer of Australia and was a prominent senior minister in the Morrison government.
|
E503438
|
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: Josh Frydenberg | Statement: [Division of Kooyong, formerMember, Josh Frydenberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josh Frydenberg Context triple: [Division of Kooyong, formerMember, Josh Frydenberg]
-
A.
Christopher Pyne
Christopher Pyne is an Australian former Liberal Party politician who served as a long‑standing federal MP and held senior ministerial roles, including Minister for Defence and Minister for Education.
-
B.
Scott Barrett
Scott Barrett is a New Zealand rugby union lock who plays for the Crusaders and the All Blacks.
-
C.
Anthony Albanese
Anthony Albanese is an Australian politician serving as the 31st Prime Minister of Australia and leader of the Australian Labor Party.
-
D.
Malcolm Turnbull
Malcolm Turnbull is an Australian businessman, lawyer, and politician who served as the 29th Prime Minister of Australia from 2015 to 2018.
-
E.
Scott Morrison
Scott Morrison is an Australian politician who served as the 30th Prime Minister of Australia from 2018 to 2022.
- 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: Josh Frydenberg Triple: [Division of Kooyong, formerMember, Josh Frydenberg]
Generated description
Josh Frydenberg is an Australian Liberal Party politician who served as Treasurer of Australia and was a prominent senior minister in the Morrison government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josh Frydenberg Target entity description: Josh Frydenberg is an Australian Liberal Party politician who served as Treasurer of Australia and was a prominent senior minister in the Morrison government.
-
A.
Christopher Pyne
Christopher Pyne is an Australian former Liberal Party politician who served as a long‑standing federal MP and held senior ministerial roles, including Minister for Defence and Minister for Education.
-
B.
Scott Barrett
Scott Barrett is a New Zealand rugby union lock who plays for the Crusaders and the All Blacks.
-
C.
Anthony Albanese
Anthony Albanese is an Australian politician serving as the 31st Prime Minister of Australia and leader of the Australian Labor Party.
-
D.
Malcolm Turnbull
Malcolm Turnbull is an Australian businessman, lawyer, and politician who served as the 29th Prime Minister of Australia from 2015 to 2018.
-
E.
Scott Morrison
Scott Morrison is an Australian politician who served as the 30th Prime Minister of Australia from 2018 to 2022.
- 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_69bd4464ba3c8190bc16b2ebbe42ddb0 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a703e388190845dedd17252ddde |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefd9e0b481908db7d6e2907b3b2b |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef0b1fe9c8190bfc1be621c7c1c76 |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef16739148190b9700228be7d07f9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:47 p.m.