Triple
T3622768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angeles National Forest |
E76763
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
Angeles Forest Highway
Angeles Forest Highway is a scenic mountain roadway in Southern California that winds through the Angeles National Forest, providing access to recreation areas and connecting with other major regional routes.
|
E424131
|
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: Angeles Forest Highway | Statement: [Angeles National Forest, hasMajorRoad, Angeles Forest Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angeles Forest Highway Context triple: [Angeles National Forest, hasMajorRoad, Angeles Forest Highway]
-
A.
Lasseter Highway
Lasseter Highway is a major road in Australia's Northern Territory that connects the Stuart Highway to the Uluru–Kata Tjuta National Park area, serving as the primary access route for visitors to Uluru.
-
B.
Sierra Highway
Sierra Highway is a historic roadway in Southern California that runs through the Sierra Pelona Mountains and has long served as a key regional route connecting communities in the area.
-
C.
Shirley Highway
Shirley Highway is a major freeway in Northern Virginia that forms part of the primary commuter route between the suburbs and Washington, D.C.
-
D.
Olympic Highway
Olympic Highway is a major regional road in New South Wales, Australia, linking several inland towns and serving as an important transport route through the state’s central west.
-
E.
Cobb Highway
Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south transport route.
- 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: Angeles Forest Highway Triple: [Angeles National Forest, hasMajorRoad, Angeles Forest Highway]
Generated description
Angeles Forest Highway is a scenic mountain roadway in Southern California that winds through the Angeles National Forest, providing access to recreation areas and connecting with other major regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Angeles Forest Highway Target entity description: Angeles Forest Highway is a scenic mountain roadway in Southern California that winds through the Angeles National Forest, providing access to recreation areas and connecting with other major regional routes.
-
A.
Lasseter Highway
Lasseter Highway is a major road in Australia's Northern Territory that connects the Stuart Highway to the Uluru–Kata Tjuta National Park area, serving as the primary access route for visitors to Uluru.
-
B.
Sierra Highway
Sierra Highway is a historic roadway in Southern California that runs through the Sierra Pelona Mountains and has long served as a key regional route connecting communities in the area.
-
C.
Shirley Highway
Shirley Highway is a major freeway in Northern Virginia that forms part of the primary commuter route between the suburbs and Washington, D.C.
-
D.
Olympic Highway
Olympic Highway is a major regional road in New South Wales, Australia, linking several inland towns and serving as an important transport route through the state’s central west.
-
E.
Cobb Highway
Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south transport route.
- 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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc2bc79008190abe6900adcbda8de |
completed | March 8, 2026, 6:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a826850c8190b7c6853e12d09606 |
completed | March 14, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69b5abfa9acc81908faebed130b002ef |
completed | March 14, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ac4ecf088190b6d64aa17e226c8f |
completed | March 14, 2026, 6:43 p.m. |
Created at: March 8, 2026, 3:23 p.m.