Triple
T8238379
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm Fraser |
E192467
|
entity |
| Predicate | governorGeneralDuringTerm |
P81393
|
FINISHED |
| Object |
Sir Zelman Cowen
Sir Zelman Cowen was an Australian legal scholar and academic who served as the 19th Governor-General of Australia from 1977 to 1982.
|
E720902
|
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: Sir Zelman Cowen | Statement: [Malcolm Fraser, governorGeneralDuringTerm, Sir Zelman Cowen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sir Zelman Cowen Context triple: [Malcolm Fraser, governorGeneralDuringTerm, Sir Zelman Cowen]
-
A.
Lionel W. McKenzie
Lionel W. McKenzie was an American economist best known for his rigorous mathematical contributions to general equilibrium theory and the formalization of modern microeconomics.
-
B.
William A. Davidson
William A. Davidson was one of the early co-founders and key leaders of the iconic American motorcycle manufacturer Harley-Davidson.
-
C.
Walter Quinton Gresham
Walter Quinton Gresham was a 19th-century American statesman, jurist, and cabinet member who served as both U.S. Postmaster General and Secretary of State.
-
D.
J. Richard Fisher
J. Richard Fisher is an astronomer and radio scientist known for his work in extragalactic astronomy and radio observations, including collaborations with Brent Tully.
-
E.
William Simon
William Simon was an American banker and public official who served as U.S. Secretary of the Treasury in the 1970s and became a prominent advocate of free-market economics.
- 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: Sir Zelman Cowen Triple: [Malcolm Fraser, governorGeneralDuringTerm, Sir Zelman Cowen]
Generated description
Sir Zelman Cowen was an Australian legal scholar and academic who served as the 19th Governor-General of Australia from 1977 to 1982.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sir Zelman Cowen Target entity description: Sir Zelman Cowen was an Australian legal scholar and academic who served as the 19th Governor-General of Australia from 1977 to 1982.
-
A.
Lionel W. McKenzie
Lionel W. McKenzie was an American economist best known for his rigorous mathematical contributions to general equilibrium theory and the formalization of modern microeconomics.
-
B.
William A. Davidson
William A. Davidson was one of the early co-founders and key leaders of the iconic American motorcycle manufacturer Harley-Davidson.
-
C.
Walter Quinton Gresham
Walter Quinton Gresham was a 19th-century American statesman, jurist, and cabinet member who served as both U.S. Postmaster General and Secretary of State.
-
D.
J. Richard Fisher
J. Richard Fisher is an astronomer and radio scientist known for his work in extragalactic astronomy and radio observations, including collaborations with Brent Tully.
-
E.
William Simon
William Simon was an American banker and public official who served as U.S. Secretary of the Treasury in the 1970s and became a prominent advocate of free-market economics.
- 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_69ca82dc8f148190a2c75a98501a7b91 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb783a8cf48190bf85394fd3bd79e2 |
completed | March 31, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3504e6ac8190b4cb12c80a7e7fc0 |
completed | April 1, 2026, 3:08 p.m. |
| NEDg | Description generation | batch_69cd37a47f3c81909491e9b0316c32f0 |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4ecc8d68819099932b1ecefc0d36 |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:47 p.m.