Triple
T3404187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Temecula, California |
E71729
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
California State Route 79
California State Route 79 is a north–south state highway in Southern California that connects the Temecula area with inland communities as it winds through rural valleys, mountains, and desert regions.
|
E450974
|
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: California State Route 79 | Statement: [Temecula, California, majorHighway, California State Route 79]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California State Route 79 Context triple: [Temecula, California, majorHighway, California State Route 79]
-
A.
California State Route 73
California State Route 73 is a major toll freeway in Orange County that serves as a key connector between Interstate 405 and Interstate 5, providing an inland alternative to the coastal Pacific Coast Highway.
-
B.
California State Route 70
California State Route 70 is a major north–south highway in Northern California that connects the Sacramento Valley to the Sierra Nevada, serving as an important route for regional travel and access to mountain communities.
-
C.
California State Route 59
California State Route 59 is a north–south state highway in California’s Central Valley that connects the city of Merced with surrounding rural communities and regional routes.
-
D.
California State Route 57
California State Route 57 is a major north–south freeway in Southern California that connects Orange County to the Pomona area, serving as a key commuter and regional traffic corridor.
-
E.
California State Route 76
California State Route 76 is an east–west state highway in northern San Diego County that connects the coast near Oceanside with inland communities through the San Luis Rey River valley.
- 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: California State Route 79 Triple: [Temecula, California, majorHighway, California State Route 79]
Generated description
California State Route 79 is a north–south state highway in Southern California that connects the Temecula area with inland communities as it winds through rural valleys, mountains, and desert regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California State Route 79 Target entity description: California State Route 79 is a north–south state highway in Southern California that connects the Temecula area with inland communities as it winds through rural valleys, mountains, and desert regions.
-
A.
California State Route 73
California State Route 73 is a major toll freeway in Orange County that serves as a key connector between Interstate 405 and Interstate 5, providing an inland alternative to the coastal Pacific Coast Highway.
-
B.
California State Route 70
California State Route 70 is a major north–south highway in Northern California that connects the Sacramento Valley to the Sierra Nevada, serving as an important route for regional travel and access to mountain communities.
-
C.
California State Route 59
California State Route 59 is a north–south state highway in California’s Central Valley that connects the city of Merced with surrounding rural communities and regional routes.
-
D.
California State Route 57
California State Route 57 is a major north–south freeway in Southern California that connects Orange County to the Pomona area, serving as a key commuter and regional traffic corridor.
-
E.
California State Route 76
California State Route 76 is an east–west state highway in northern San Diego County that connects the coast near Oceanside with inland communities through the San Luis Rey River valley.
- 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_69ad85aac4808190a092c9cc8911f584 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8e8ea848190b4ac167f1aba8ebd |
completed | March 8, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdacbe49ac81908f014539a1147a4f |
completed | March 20, 2026, 8:23 p.m. |
| NEDg | Description generation | batch_69bdb31f41248190977721cc67040df7 |
completed | March 20, 2026, 8:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdb37017d081908d33528dc0d98fff |
completed | March 20, 2026, 8:52 p.m. |
Created at: March 8, 2026, 3:14 p.m.