Triple
T1867102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Birmingham |
E34945
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Pauline Hanson
Pauline Hanson is an Australian politician best known as the founder and leader of the right-wing populist party One Nation.
|
E207751
|
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: Pauline Hanson | Statement: [University of Birmingham, hasAlumni, Pauline Hanson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pauline Hanson Context triple: [University of Birmingham, hasAlumni, Pauline Hanson]
-
A.
Kim Beazley
Kim Beazley is an Australian politician and diplomat, a former Deputy Prime Minister and long-serving Labor Party leader who also served as Australia’s Ambassador to the United States.
-
B.
Margaret Beazley
Margaret Beazley is an Australian jurist and former President of the New South Wales Court of Appeal who serves as the 39th Governor of New South Wales.
-
C.
Elizabeth Quay
Elizabeth Quay is a waterfront precinct and entertainment hub on the Swan River in central Perth, featuring public spaces, restaurants, and iconic city views.
-
D.
Bob Brown
Bob Brown is the central protagonist of the television series "The Unit," around whom the show's military and personal storylines primarily revolve.
-
E.
Peter Cosgrove
Peter Cosgrove is an Australian retired senior Army officer who served as the 26th Governor-General of Australia.
- 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: Pauline Hanson Triple: [University of Birmingham, hasAlumni, Pauline Hanson]
Generated description
Pauline Hanson is an Australian politician best known as the founder and leader of the right-wing populist party One Nation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pauline Hanson Target entity description: Pauline Hanson is an Australian politician best known as the founder and leader of the right-wing populist party One Nation.
-
A.
Kim Beazley
Kim Beazley is an Australian politician and diplomat, a former Deputy Prime Minister and long-serving Labor Party leader who also served as Australia’s Ambassador to the United States.
-
B.
Margaret Beazley
Margaret Beazley is an Australian jurist and former President of the New South Wales Court of Appeal who serves as the 39th Governor of New South Wales.
-
C.
Elizabeth Quay
Elizabeth Quay is a waterfront precinct and entertainment hub on the Swan River in central Perth, featuring public spaces, restaurants, and iconic city views.
-
D.
Bob Brown
Bob Brown is the central protagonist of the television series "The Unit," around whom the show's military and personal storylines primarily revolve.
-
E.
Peter Cosgrove
Peter Cosgrove is an Australian retired senior Army officer who served as the 26th Governor-General of Australia.
- 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_69a88600b2f88190bc09303e68ab517e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb0b5978c81909390f2cbd716ccaf |
completed | March 7, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1d8dd8881909189029a047bc2b4 |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add28b804c8190a625e5d1405c59be |
completed | March 8, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add35731588190a13c969490ca2c09 |
completed | March 8, 2026, 7:51 p.m. |
Created at: March 4, 2026, 7:34 p.m.