Triple
T9810851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Justice of New Zealand |
E238265
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Doug Graham
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
|
E827177
|
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: Doug Graham | Statement: [Minister of Justice of New Zealand, officeHoldersInclude, Doug Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doug Graham Context triple: [Minister of Justice of New Zealand, officeHoldersInclude, Doug Graham]
-
A.
Graham Reynolds
Graham Reynolds is an American composer and bandleader known for his genre-blending work in classical, jazz, and film music, including frequent collaborations with director Richard Linklater.
-
B.
Fred Graham
Fred Graham was an American actor and stuntman known for his work in numerous Westerns and action films during the mid-20th century.
-
C.
Dennis Graham
Dennis Graham is an American musician and drummer best known as the father of Canadian rapper and singer Drake.
-
D.
Jeff Graham
Jeff Graham is an American former NFL wide receiver who played for the Pittsburgh Steelers, Chicago Bears, and several other teams during the 1990s.
-
E.
Will Graham
Will Graham is a gifted but psychologically fragile FBI profiler known for his uncanny ability to empathize with and understand the minds of serial killers in Thomas Harris's Hannibal Lecter series.
- 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: Doug Graham Triple: [Minister of Justice of New Zealand, officeHoldersInclude, Doug Graham]
Generated description
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doug Graham Target entity description: Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
-
A.
Graham Reynolds
Graham Reynolds is an American composer and bandleader known for his genre-blending work in classical, jazz, and film music, including frequent collaborations with director Richard Linklater.
-
B.
Fred Graham
Fred Graham was an American actor and stuntman known for his work in numerous Westerns and action films during the mid-20th century.
-
C.
Dennis Graham
Dennis Graham is an American musician and drummer best known as the father of Canadian rapper and singer Drake.
-
D.
Jeff Graham
Jeff Graham is an American former NFL wide receiver who played for the Pittsburgh Steelers, Chicago Bears, and several other teams during the 1990s.
-
E.
Will Graham
Will Graham is a gifted but psychologically fragile FBI profiler known for his uncanny ability to empathize with and understand the minds of serial killers in Thomas Harris's Hannibal Lecter series.
- 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_69ca84defac48190abc1148804f184c1 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb2214a7c8190b516acf64e2b85db |
completed | April 2, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eacbc2348190bac1cc7f41a389b9 |
completed | April 5, 2026, 4:53 a.m. |
| NEDg | Description generation | batch_69d1eb79be388190853e0e7c29287294 |
completed | April 5, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ebf0a99081908ae0c4bceadc42bc |
completed | April 5, 2026, 4:58 a.m. |
Created at: March 30, 2026, 8:30 p.m.