Triple
T3705550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Balfour |
E80882
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
James Maitland Balfour
James Maitland Balfour was a 19th-century Scottish landowner and Conservative politician, best known as the father of future British Prime Minister Arthur Balfour.
|
E384248
|
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: James Maitland Balfour | Statement: [Arthur Balfour, relative, James Maitland Balfour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Maitland Balfour Context triple: [Arthur Balfour, relative, James Maitland Balfour]
-
A.
William Balfour
William Balfour is an American man best known for being convicted of the 2008 murders of three relatives of singer and actress Jennifer Hudson.
-
B.
Gerald Balfour
Gerald Balfour was a British Conservative politician of the late 19th and early 20th centuries, known for holding several high-ranking government posts and for being the younger brother of Prime Minister Arthur Balfour.
-
C.
Isaac Bayley Balfour
Isaac Bayley Balfour was a prominent Scottish botanist and academic known for his contributions to plant taxonomy and his tenure as Regius Keeper of the Royal Botanic Garden Edinburgh.
-
D.
Andrew Bonar Law
Andrew Bonar Law was a British Conservative politician who served briefly as Prime Minister of the United Kingdom in 1922–1923.
-
E.
Sir James Graham
Sir James Graham was a prominent 19th-century British statesman and reformer who served in several key government posts, including Home Secretary and First Lord of the Admiralty.
- 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: James Maitland Balfour Triple: [Arthur Balfour, relative, James Maitland Balfour]
Generated description
James Maitland Balfour was a 19th-century Scottish landowner and Conservative politician, best known as the father of future British Prime Minister Arthur Balfour.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Maitland Balfour Target entity description: James Maitland Balfour was a 19th-century Scottish landowner and Conservative politician, best known as the father of future British Prime Minister Arthur Balfour.
-
A.
William Balfour
William Balfour is an American man best known for being convicted of the 2008 murders of three relatives of singer and actress Jennifer Hudson.
-
B.
Gerald Balfour
Gerald Balfour was a British Conservative politician of the late 19th and early 20th centuries, known for holding several high-ranking government posts and for being the younger brother of Prime Minister Arthur Balfour.
-
C.
Isaac Bayley Balfour
Isaac Bayley Balfour was a prominent Scottish botanist and academic known for his contributions to plant taxonomy and his tenure as Regius Keeper of the Royal Botanic Garden Edinburgh.
-
D.
Andrew Bonar Law
Andrew Bonar Law was a British Conservative politician who served briefly as Prime Minister of the United Kingdom in 1922–1923.
-
E.
Sir James Graham
Sir James Graham was a prominent 19th-century British statesman and reformer who served in several key government posts, including Home Secretary and First Lord of the Admiralty.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc54bbfcc8190bec9c16e3749c3b1 |
completed | March 8, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db06e8e481908d1f026ce647a6a5 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4dbd0b6e88190a857afe3c1041788 |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dc5114ec8190aee92e21a48ae268 |
completed | March 14, 2026, 3:56 a.m. |
Created at: March 8, 2026, 3:33 p.m.