Triple
T1940487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stamford, Connecticut |
E41539
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Downtown Stamford
Downtown Stamford is the central business and commercial district of Stamford, Connecticut, known for its corporate offices, dining, shopping, and entertainment venues.
|
E215985
|
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 Stamford | Statement: [Stamford, Connecticut, hasNeighborhood, Downtown Stamford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Stamford Context triple: [Stamford, Connecticut, hasNeighborhood, Downtown Stamford]
-
A.
Stamford, Connecticut
Stamford, Connecticut is a major city in southwestern Connecticut known as a key financial and corporate hub within the New York metropolitan area.
-
B.
Hartford riverfront
Hartford riverfront is a revitalized urban waterfront district along the Connecticut River in Hartford, Connecticut, featuring parks, plazas, and recreational and cultural attractions.
-
C.
West End (Hartford)
West End (Hartford) is a historic, residential neighborhood in Hartford, Connecticut, known for its tree-lined streets, large Victorian homes, and proximity to institutions like the University of Saint Joseph and Elizabeth Park.
-
D.
Bridgeport Village
Bridgeport Village is an upscale open-air shopping, dining, and entertainment center serving the Portland metropolitan area.
-
E.
Danbury Branch
The Danbury Branch is a commuter rail line in southwestern Connecticut operated by Metro-North Railroad, connecting Danbury and intermediate towns to the New Haven Line and the New York City 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: Downtown Stamford Triple: [Stamford, Connecticut, hasNeighborhood, Downtown Stamford]
Generated description
Downtown Stamford is the central business and commercial district of Stamford, Connecticut, known for its corporate offices, dining, shopping, and entertainment venues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Stamford Target entity description: Downtown Stamford is the central business and commercial district of Stamford, Connecticut, known for its corporate offices, dining, shopping, and entertainment venues.
-
A.
Stamford, Connecticut
Stamford, Connecticut is a major city in southwestern Connecticut known as a key financial and corporate hub within the New York metropolitan area.
-
B.
Hartford riverfront
Hartford riverfront is a revitalized urban waterfront district along the Connecticut River in Hartford, Connecticut, featuring parks, plazas, and recreational and cultural attractions.
-
C.
West End (Hartford)
West End (Hartford) is a historic, residential neighborhood in Hartford, Connecticut, known for its tree-lined streets, large Victorian homes, and proximity to institutions like the University of Saint Joseph and Elizabeth Park.
-
D.
Bridgeport Village
Bridgeport Village is an upscale open-air shopping, dining, and entertainment center serving the Portland metropolitan area.
-
E.
Danbury Branch
The Danbury Branch is a commuter rail line in southwestern Connecticut operated by Metro-North Railroad, connecting Danbury and intermediate towns to the New Haven Line and the New York City region.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2fb21fc8190929ea4a87ef4402e |
completed | March 7, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3fa84e48190bac4d96aa3c3ec39 |
completed | March 8, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69adf44290748190b882559de536af09 |
completed | March 8, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf4d0ac58819096659706ef0785d0 |
completed | March 8, 2026, 10:14 p.m. |
Created at: March 4, 2026, 7:36 p.m.