Triple
T12237445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton J. Durham |
E291633
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Milton
Milton is a masculine given name of Old English origin meaning "mill town" or "settlement with a mill."
|
E326108
|
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: Milton | Statement: [Milton J. Durham, givenName, Milton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton Context triple: [Milton J. Durham, givenName, Milton]
-
A.
Milton
Milton is a village and civil parish just north of Cambridge in South Cambridgeshire, England, known for its proximity to the city and the nearby Cambridge Science Park.
-
B.
Milton
Milton is a residential suburb located on Portsea Island in the city of Portsmouth, England.
-
C.
Milton
Milton is a small rural service town in the Otago region of New Zealand, historically linked to the local forestry and farming industries.
-
D.
Milton
Milton is a small settlement on the island of South Uist in Scotland’s Outer Hebrides.
-
E.
Milton
Milton is a small city in northwest Florida known for its historic downtown, proximity to the Blackwater River, and role as the county seat of Santa Rosa County.
- 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: Milton Triple: [Milton J. Durham, givenName, Milton]
Generated description
Milton is a masculine given name of Old English origin meaning "mill town" or "settlement with a mill."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton Target entity description: Milton is a masculine given name of Old English origin meaning "mill town" or "settlement with a mill."
-
A.
Milton
chosen
Milton is a masculine given name of Old English origin meaning "mill town" that has been borne by numerous notable figures across arts, politics, and academia.
-
B.
Milton
Milton is a common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
-
C.
Milton
Milton is a suburban town in eastern Massachusetts, United States, located just south of Boston.
-
D.
Milton
Milton is a small borough in central Pennsylvania, United States, known historically as an industrial and railroad town along the West Branch Susquehanna River.
-
E.
Milton
Milton is a village and civil parish just north of Cambridge in South Cambridgeshire, England, known for its proximity to the city and the nearby Cambridge Science Park.
- F. None of above.
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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cb2892c81909a97b3ad6ec2c21b |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60ab19a4c8190b4692d7ab0d02a12 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bdd8d508190813178ff4c77afcf |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c67c680819087630d190d0a008f |
completed | May 2, 2026, 2:38 p.m. |
Created at: April 8, 2026, 9:51 p.m.