Triple
T13536235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byron, California |
E323267
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
Byron Highway
Byron Highway is a major regional road in Contra Costa County, California, connecting the community of Byron with surrounding towns and serving as a key commuter and freight route.
|
E1140215
|
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: Byron Highway | Statement: [Byron, California, transportInfrastructure, Byron Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byron Highway Context triple: [Byron, California, transportInfrastructure, Byron Highway]
-
A.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
-
B.
Dukes Highway
Dukes Highway is a major road transport route in South Australia that links the Murraylands region with Victoria and forms part of the primary highway connection between Adelaide and Melbourne.
-
C.
Glenn Highway
Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
-
D.
Illawarra Highway
The Illawarra Highway is a key regional road in New South Wales, Australia, linking the Southern Highlands with the Illawarra coastal region via the Macquarie Pass through the Illawarra Escarpment.
-
E.
Riddoch Highway
Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
- 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: Byron Highway Triple: [Byron, California, transportInfrastructure, Byron Highway]
Generated description
Byron Highway is a major regional road in Contra Costa County, California, connecting the community of Byron with surrounding towns and serving as a key commuter and freight route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byron Highway Target entity description: Byron Highway is a major regional road in Contra Costa County, California, connecting the community of Byron with surrounding towns and serving as a key commuter and freight route.
-
A.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
-
B.
Dukes Highway
Dukes Highway is a major road transport route in South Australia that links the Murraylands region with Victoria and forms part of the primary highway connection between Adelaide and Melbourne.
-
C.
Glenn Highway
Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
-
D.
Illawarra Highway
The Illawarra Highway is a key regional road in New South Wales, Australia, linking the Southern Highlands with the Illawarra coastal region via the Macquarie Pass through the Illawarra Escarpment.
-
E.
Riddoch Highway
Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafbe39948190808062d4eff91841 |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febfcbbf408190a87f471d2732148b |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec21c8e1c8190b2a528acabdf2a49 |
completed | May 9, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec2b612c8819084e4601dfff4ad81 |
completed | May 9, 2026, 5:14 a.m. |
Created at: April 9, 2026, 9:44 p.m.