Triple
T14824679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton railway station |
E348539
|
entity |
| Predicate | nearbyPlace |
P2064
|
FINISHED |
| Object |
Milton commercial area
Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
|
E1122969
|
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 commercial area | Statement: [Milton railway station, nearbyPlace, Milton commercial area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton commercial area Context triple: [Milton railway station, nearbyPlace, Milton commercial area]
-
A.
City of Milton
The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
-
B.
Milton Historic District
The Milton Historic District is a preserved area in Milton, Florida, known for its collection of historic buildings and sites that reflect the town’s development from the 19th century onward.
-
C.
Milton Historic District
Milton Historic District is a nationally recognized historic area in the small town of Milton, North Carolina, noted for its well-preserved 19th-century architecture and significance in the region’s commercial and cultural history.
-
D.
Milton Centre Historic District
Milton Centre Historic District is a historically significant area in Milton, Massachusetts, known for its well-preserved 18th- and 19th-century architecture and its role as the town’s traditional civic and commercial center.
-
E.
East Milton neighborhood
East Milton neighborhood is a residential and commercial area in Milton, Massachusetts, centered around the East Milton Square business district and known for its suburban character and local amenities.
- 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 commercial area Triple: [Milton railway station, nearbyPlace, Milton commercial area]
Generated description
Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton commercial area Target entity description: Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
-
A.
City of Milton
The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
-
B.
Milton Historic District
The Milton Historic District is a preserved area in Milton, Florida, known for its collection of historic buildings and sites that reflect the town’s development from the 19th century onward.
-
C.
Milton Historic District
Milton Historic District is a nationally recognized historic area in the small town of Milton, North Carolina, noted for its well-preserved 19th-century architecture and significance in the region’s commercial and cultural history.
-
D.
Milton Centre Historic District
Milton Centre Historic District is a historically significant area in Milton, Massachusetts, known for its well-preserved 18th- and 19th-century architecture and its role as the town’s traditional civic and commercial center.
-
E.
East Milton neighborhood
East Milton neighborhood is a residential and commercial area in Milton, Massachusetts, centered around the East Milton Square business district and known for its suburban character and local amenities.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe7a8dc8190bcb5ecfa1cbf1601 |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389d7c848190813be06bed7813d7 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe5bc7e6848190a243bcfccaea3a37 |
completed | May 8, 2026, 9:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe5c271c6c8190bb4127cdf8af6647 |
completed | May 8, 2026, 9:56 p.m. |
Created at: April 10, 2026, 1:51 a.m.