Triple
T1673077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberal Party of Australia |
E36167
|
entity |
| Predicate | hasNotableLeader |
P981
|
FINISHED |
| Object |
John Howard
John Howard is a former Prime Minister of Australia who led the country from 1996 to 2007 as head of the Liberal Party.
|
E197562
|
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: John Howard | Statement: [Liberal Party of Australia, hasNotableLeader, John Howard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Howard Context triple: [Liberal Party of Australia, hasNotableLeader, John Howard]
-
A.
John Howard
John Howard was an 18th-century English philanthropist and prison reformer renowned for his pioneering efforts to improve conditions in jails and promote humanitarian penal reforms.
-
B.
Malcolm Fraser
Malcolm Fraser was an Australian politician who served as the country’s 22nd Prime Minister from 1975 to 1983, leading a conservative government during a period of significant political and economic change.
-
C.
Tony Abbott
Tony Abbott is an Australian politician who served as the 28th Prime Minister of Australia from 2013 to 2015 and long-time member of the Liberal Party.
-
D.
Scott Morrison
Scott Morrison is an Australian politician who served as the 30th Prime Minister of Australia from 2018 to 2022.
-
E.
Kenneth Baker
Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
- 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 Howard Triple: [Liberal Party of Australia, hasNotableLeader, John Howard]
Generated description
John Howard is a former Prime Minister of Australia who led the country from 1996 to 2007 as head of the Liberal Party.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Howard Target entity description: John Howard is a former Prime Minister of Australia who led the country from 1996 to 2007 as head of the Liberal Party.
-
A.
John Howard
John Howard was an 18th-century English philanthropist and prison reformer renowned for his pioneering efforts to improve conditions in jails and promote humanitarian penal reforms.
-
B.
Malcolm Fraser
Malcolm Fraser was an Australian politician who served as the country’s 22nd Prime Minister from 1975 to 1983, leading a conservative government during a period of significant political and economic change.
-
C.
Tony Abbott
Tony Abbott is an Australian politician who served as the 28th Prime Minister of Australia from 2013 to 2015 and long-time member of the Liberal Party.
-
D.
Scott Morrison
Scott Morrison is an Australian politician who served as the 30th Prime Minister of Australia from 2018 to 2022.
-
E.
Kenneth Baker
Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6244b2888190b551b55aa053f1d3 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0c87ff88190a6ebdf9566856e03 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada524a234819082f94430da4e802d |
completed | March 8, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada5bc32ac8190a921410bdfa465fa |
completed | March 8, 2026, 4:37 p.m. |
Created at: March 4, 2026, 7:29 p.m.