Triple
T10051250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pauline Hanson |
E207751
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Tony Hodges
Tony Hodges is known primarily as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
|
E848285
|
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: Tony Hodges | Statement: [Pauline Hanson, spouse, Tony Hodges]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Hodges Context triple: [Pauline Hanson, spouse, Tony Hodges]
-
A.
John Hodge
John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
-
B.
Dennis Higgs
Dennis Higgs is a biologist known for his research in molecular evolution and his work as a professor at the University of Windsor.
-
C.
Lloyd Robertson
Lloyd Robertson is a prominent Canadian television journalist and longtime national news anchor best known for his decades of work with CTV News.
-
D.
Tony Burrows
Tony Burrows is a British session singer best known for providing lead vocals on numerous early 1970s pop hits for different studio bands, including Edison Lighthouse, White Plains, and Brotherhood of Man.
-
E.
Gerald Hughes
Gerald Hughes is best known as the brother of British poet Ted Hughes and as a writer and memoirist who documented their family life and Yorkshire upbringing.
- 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: Tony Hodges Triple: [Pauline Hanson, spouse, Tony Hodges]
Generated description
Tony Hodges is known primarily as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Hodges Target entity description: Tony Hodges is known primarily as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
-
A.
John Hodge
John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
-
B.
Dennis Higgs
Dennis Higgs is a biologist known for his research in molecular evolution and his work as a professor at the University of Windsor.
-
C.
Lloyd Robertson
Lloyd Robertson is a prominent Canadian television journalist and longtime national news anchor best known for his decades of work with CTV News.
-
D.
Tony Burrows
Tony Burrows is a British session singer best known for providing lead vocals on numerous early 1970s pop hits for different studio bands, including Edison Lighthouse, White Plains, and Brotherhood of Man.
-
E.
Gerald Hughes
Gerald Hughes is best known as the brother of British poet Ted Hughes and as a writer and memoirist who documented their family life and Yorkshire upbringing.
- 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_69ca835ad0608190b7c80b292da004f5 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcf8fb23c8190b48b30cb2368dc1f |
completed | April 2, 2026, 2:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d354d7202c81908d42107c346900dc |
completed | April 6, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69d35678f87c819080e0c66e86745f80 |
completed | April 6, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d356d0386481909dbfc3d907f5de18 |
completed | April 6, 2026, 6:46 a.m. |
Created at: March 30, 2026, 8:56 p.m.