Triple
T17015987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langton |
E412821
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
John Langton
John Langton is a name shared by several notable historical English figures, including medieval bishops and politicians.
|
E1246744
|
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: John Langton | Statement: [Langton, hasNotableBearer, John Langton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Langton Context triple: [Langton, hasNotableBearer, John Langton]
-
A.
William Erskine
William Erskine was a British Army officer and general during the American Revolutionary War, noted for his leadership in several key engagements.
-
B.
William Erskine
William Erskine was a British Army officer and cavalry commander during the Napoleonic Wars, noted for his controversial leadership in the Peninsular campaign.
-
C.
George Grant Elmslie
George Grant Elmslie was an influential American architect associated with the Prairie School movement, known for his richly ornamented designs and collaborations with Louis Sullivan.
-
D.
Joseph Wedderburn
Joseph Wedderburn was a Scottish mathematician known for his foundational contributions to algebra, particularly in the development of ring theory and the structure theory of algebras.
-
E.
Charles Alling Gifford
Charles Alling Gifford was an American architect known for designing prominent early 20th-century resort hotels and other large-scale buildings in the United States.
- 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: John Langton Triple: [Langton, hasNotableBearer, John Langton]
Generated description
John Langton is a name shared by several notable historical English figures, including medieval bishops and politicians.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Langton Target entity description: John Langton is a name shared by several notable historical English figures, including medieval bishops and politicians.
-
A.
William Erskine
William Erskine was a British Army officer and general during the American Revolutionary War, noted for his leadership in several key engagements.
-
B.
William Erskine
William Erskine was a British Army officer and cavalry commander during the Napoleonic Wars, noted for his controversial leadership in the Peninsular campaign.
-
C.
George Grant Elmslie
George Grant Elmslie was an influential American architect associated with the Prairie School movement, known for his richly ornamented designs and collaborations with Louis Sullivan.
-
D.
Joseph Wedderburn
Joseph Wedderburn was a Scottish mathematician known for his foundational contributions to algebra, particularly in the development of ring theory and the structure theory of algebras.
-
E.
Charles Alling Gifford
Charles Alling Gifford was an American architect known for designing prominent early 20th-century resort hotels and other large-scale buildings in the United States.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d47f198c8190b0473f638101f606 |
completed | April 18, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b4ba2a88190a49d355836ff1dcf |
completed | May 10, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_6a011d5d720c8190ba6f7146a8a5f7f4 |
completed | May 11, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011dd998888190a60d3880fd5c20c2 |
completed | May 11, 2026, 12:07 a.m. |
Created at: April 10, 2026, 5:33 a.m.