Triple
T5356994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University College, Oxford |
E102717
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object | Bob Hawke |
E394720
|
NE FINISHED |
How this triple was built (2 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: Bob Hawke | Statement: [University College, Oxford, hasAlumnus, Bob Hawke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bob Hawke Context triple: [University College, Oxford, hasAlumnus, Bob Hawke]
-
A.
Bob Hawke
chosen
Bob Hawke was an Australian Labor Party politician who served as the 23rd Prime Minister of Australia from 1983 to 1991 and became one of the country’s most popular and longest-serving leaders.
-
B.
Paul Keating
Paul Keating is a former Australian Prime Minister (1991–1996) known for his economic reforms, assertive leadership style, and efforts toward national reconciliation and republicanism.
-
C.
John Jeremy Thorpe
John Jeremy Thorpe was a British Liberal Party politician who served as party leader in the 1970s and became widely known for his involvement in a major political scandal.
-
D.
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.
-
E.
John Gorton
John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd863099b081909d20f7014b98de5a |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21e2b7b08190aca4c2855ff041de |
completed | March 21, 2026, 10:55 p.m. |
Created at: March 20, 2026, 2:01 p.m.