Triple
T12766357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kings Beach |
E305134
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
downtown Swampscott
Downtown Swampscott is the central commercial and civic area of the coastal town of Swampscott, Massachusetts, featuring local shops, restaurants, and services near the shoreline.
|
E1001921
|
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: downtown Swampscott | Statement: [Kings Beach, near, downtown Swampscott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Swampscott Context triple: [Kings Beach, near, downtown Swampscott]
-
A.
downtown Salem
Downtown Salem is the central business and cultural district of Salem, Oregon, featuring government buildings, shops, restaurants, and historic sites along the Willamette River.
-
B.
Boston town centre
Boston town centre is the historic commercial and civic heart of Boston, Lincolnshire, featuring traditional markets, shops, and notable heritage buildings.
-
C.
downtown Framingham, Massachusetts
Downtown Framingham, Massachusetts is the central commercial and civic district of the city of Framingham, known for its mix of historic buildings, shops, restaurants, and transit connections.
-
D.
Fitchburg Central Business District
Fitchburg Central Business District is the historic downtown core of Fitchburg, Massachusetts, characterized by its concentration of late 19th- and early 20th-century commercial and civic architecture.
-
E.
Downtown Concord
Downtown Concord is the central commercial and cultural hub of Concord, California, featuring shops, restaurants, entertainment venues, and community events.
- 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: downtown Swampscott Triple: [Kings Beach, near, downtown Swampscott]
Generated description
Downtown Swampscott is the central commercial and civic area of the coastal town of Swampscott, Massachusetts, featuring local shops, restaurants, and services near the shoreline.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: downtown Swampscott Target entity description: Downtown Swampscott is the central commercial and civic area of the coastal town of Swampscott, Massachusetts, featuring local shops, restaurants, and services near the shoreline.
-
A.
downtown Salem
Downtown Salem is the central business and cultural district of Salem, Oregon, featuring government buildings, shops, restaurants, and historic sites along the Willamette River.
-
B.
Boston town centre
Boston town centre is the historic commercial and civic heart of Boston, Lincolnshire, featuring traditional markets, shops, and notable heritage buildings.
-
C.
downtown Framingham, Massachusetts
Downtown Framingham, Massachusetts is the central commercial and civic district of the city of Framingham, known for its mix of historic buildings, shops, restaurants, and transit connections.
-
D.
Fitchburg Central Business District
Fitchburg Central Business District is the historic downtown core of Fitchburg, Massachusetts, characterized by its concentration of late 19th- and early 20th-century commercial and civic architecture.
-
E.
Downtown Concord
Downtown Concord is the central commercial and cultural hub of Concord, California, featuring shops, restaurants, entertainment venues, and community events.
- 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96df1ef148190af525532fcb0933b |
completed | April 10, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684f4e1508190a6f023f1d1dc192e |
completed | May 2, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_69f6863fada48190afe2ff7896a60094 |
completed | May 2, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f686bcac94819088782273effbb06a |
completed | May 2, 2026, 11:20 p.m. |
Created at: April 9, 2026, 5:28 p.m.