Triple
T13284374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crabapple community |
E316404
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object |
Birmingham Highway
Birmingham Highway is a key local road serving the Crabapple community and surrounding areas in Georgia.
|
E1034196
|
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: Birmingham Highway | Statement: [Crabapple community, transportationAccess, Birmingham Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham Highway Context triple: [Crabapple community, transportationAccess, Birmingham Highway]
-
A.
Birmingham Inner Ring Road
The Birmingham Inner Ring Road is a major orbital route encircling Birmingham city centre, designed to manage through-traffic and connect key radial roads around the urban core.
-
B.
Bedford Highway
Bedford Highway is a major arterial road in the Halifax Regional Municipality of Nova Scotia, connecting central Halifax with the communities of Fairview, Clayton Park, and Bedford along the Bedford Basin.
-
C.
Leeds Ring Road
The Leeds Ring Road is a major orbital route encircling much of Leeds, West Yorkshire, linking suburbs, commercial areas, and key radial roads around the city.
-
D.
King's Highway
King's Highway is the historic designation for Ontario's provincially maintained highway network, encompassing major routes such as Highway 17 across the province.
-
E.
Wednesbury Parkway
Wednesbury Parkway is a tram stop on the West Midlands Metro light rail system serving the Wednesbury area in the West Midlands, England.
- 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: Birmingham Highway Triple: [Crabapple community, transportationAccess, Birmingham Highway]
Generated description
Birmingham Highway is a key local road serving the Crabapple community and surrounding areas in Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birmingham Highway Target entity description: Birmingham Highway is a key local road serving the Crabapple community and surrounding areas in Georgia.
-
A.
Birmingham Inner Ring Road
The Birmingham Inner Ring Road is a major orbital route encircling Birmingham city centre, designed to manage through-traffic and connect key radial roads around the urban core.
-
B.
Bedford Highway
Bedford Highway is a major arterial road in the Halifax Regional Municipality of Nova Scotia, connecting central Halifax with the communities of Fairview, Clayton Park, and Bedford along the Bedford Basin.
-
C.
Leeds Ring Road
The Leeds Ring Road is a major orbital route encircling much of Leeds, West Yorkshire, linking suburbs, commercial areas, and key radial roads around the city.
-
D.
King's Highway
King's Highway is the historic designation for Ontario's provincially maintained highway network, encompassing major routes such as Highway 17 across the province.
-
E.
Wednesbury Parkway
Wednesbury Parkway is a tram stop on the West Midlands Metro light rail system serving the Wednesbury area in the West Midlands, England.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99047531c819087aa6406de1ddc82 |
completed | April 11, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f20d7188190bb8643a7e17aba5c |
completed | May 3, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69f71fe2c128819096cc31c9cbb739b5 |
completed | May 3, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7208d47388190b1b51f346b0d1423 |
completed | May 3, 2026, 10:16 a.m. |
Created at: April 9, 2026, 9:27 p.m.