Triple
T14927999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lithia Springs, Georgia |
E372180
|
entity |
| Predicate | roadNetwork |
P385
|
FINISHED |
| Object |
Thornton Road corridor
The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
|
E1127319
|
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: Thornton Road corridor | Statement: [Lithia Springs, Georgia, roadNetwork, Thornton Road corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thornton Road corridor Context triple: [Lithia Springs, Georgia, roadNetwork, Thornton Road corridor]
-
A.
Highland Avenue corridor
The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
-
B.
Randall Road corridor
The Randall Road corridor is a major commercial strip in Algonquin, Illinois, lined with shopping centers, restaurants, and other retail businesses.
-
C.
Brighton Road corridor
The Brighton Road corridor is a key urban thoroughfare in Melbourne that functions as a major public transport and traffic route, particularly for tram services connecting the inner city with southern suburbs.
-
D.
Kingston Road corridor
The Kingston Road corridor is a major arterial route and transit corridor running through eastern Toronto that serves as a key link between the city and its eastern suburbs.
-
E.
Steeles Avenue corridor
The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
- 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: Thornton Road corridor Triple: [Lithia Springs, Georgia, roadNetwork, Thornton Road corridor]
Generated description
The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thornton Road corridor Target entity description: The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
-
A.
Highland Avenue corridor
The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
-
B.
Randall Road corridor
The Randall Road corridor is a major commercial strip in Algonquin, Illinois, lined with shopping centers, restaurants, and other retail businesses.
-
C.
Brighton Road corridor
The Brighton Road corridor is a key urban thoroughfare in Melbourne that functions as a major public transport and traffic route, particularly for tram services connecting the inner city with southern suburbs.
-
D.
Kingston Road corridor
The Kingston Road corridor is a major arterial route and transit corridor running through eastern Toronto that serves as a key link between the city and its eastern suburbs.
-
E.
Steeles Avenue corridor
The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
- 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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded634e67881909daec9eaef188d09 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72c4f9c481909642efccb29f71d4 |
completed | May 8, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69fe744b9c048190ae2a64da53d8ffac |
completed | May 8, 2026, 11:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe74d510808190a2379a2380fc327e |
completed | May 8, 2026, 11:42 p.m. |
Created at: April 10, 2026, 2:35 a.m.