Triple
T17536310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John M. Clayton |
E427068
|
entity |
| Predicate | middleName |
P143
|
FINISHED |
| Object |
Middleton
Middleton is a given name used as the middle name of American politician and statesman John M. Clayton.
|
E1273986
|
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: Middleton | Statement: [John M. Clayton, middleName, Middleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleton Context triple: [John M. Clayton, middleName, Middleton]
-
A.
Middleton
Middleton is a town in Greater Manchester, England, historically part of Lancashire and now a residential and industrial suburb of Manchester.
-
B.
Middleton
Middleton is a village and civil parish in the English county of Norfolk, situated near the town of King’s Lynn.
-
C.
Middleton
Middleton is a British family name historically associated with the lineage of Lord Barham and other notable figures in the United Kingdom.
-
D.
Middleton
Middleton is the middle name of James M. Cox, the American newspaper publisher and Democratic politician who ran for U.S. president in 1920.
-
E.
Middleton
Middleton is a small town in Nova Scotia, Canada, known as the “Heart of the Annapolis Valley” and serving as a local service and commercial center for the surrounding rural region.
- 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: Middleton Triple: [John M. Clayton, middleName, Middleton]
Generated description
Middleton is a given name used as the middle name of American politician and statesman John M. Clayton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleton Target entity description: Middleton is a given name used as the middle name of American politician and statesman John M. Clayton.
-
A.
Middleton
Middleton is the middle name of James M. Cox, the American newspaper publisher and Democratic politician who ran for U.S. president in 1920.
-
B.
Middleton
Middleton is a British family name historically associated with the lineage of Lord Barham and other notable figures in the United Kingdom.
-
C.
Middleton
Middleton is a town in Greater Manchester, England, historically part of Lancashire and now a residential and industrial suburb of Manchester.
-
D.
Middleton
Middleton is a suburban city in south-central Wisconsin, known for its proximity to Madison and its mix of residential neighborhoods, parks, and commercial areas.
-
E.
Middleton
Middleton is a village and civil parish in the English county of Norfolk, situated near the town of King’s Lynn.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4536d03dc81908b8a58f66657c01a |
completed | April 19, 2026, 4 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c95009fc81909ab2a341c105b046 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01cb6b09648190972d5b26bea7b5bf |
completed | May 11, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cbe36900819080ae960724848db8 |
completed | May 11, 2026, 12:30 p.m. |
Created at: April 10, 2026, 5:49 a.m.