Triple
T12991966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Routes in Los Angeles County |
E321926
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region)
U.S. Route 395 Business (Inyokern–Ridgecrest) was a former business loop of U.S. Route 395 that historically extended south toward the Los Angeles region, serving local traffic between the desert communities and the main highway.
|
E1014224
|
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: U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region) | Statement: [U.S. Routes in Los Angeles County, hasRoute, U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region) Context triple: [U.S. Routes in Los Angeles County, hasRoute, U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region)]
-
A.
U.S. Route 395 Business
U.S. Route 395 Business is a business loop of U.S. Route 395 that serves local traffic and commercial areas in Adams County, Washington.
-
B.
U.S. Route 50 (regional access via Nevada highways)
U.S. Route 50 is a major east–west U.S. highway crossing Nevada that provides regional transportation links between the Tahoe-Reno area and other parts of the state and country.
-
C.
U.S. Route 93 (historically)
U.S. Route 93 (historically) was a major north–south U.S. highway in the western United States that once crossed the Colorado River at Hoover Dam, linking Arizona and Nevada as part of a key regional travel corridor.
-
D.
U.S. Routes in Los Angeles County
U.S. Routes in Los Angeles County are a network of federally designated highways that provide major regional and interstate road connections across the county.
-
E.
historic U.S. Route 466 corridor
The historic U.S. Route 466 corridor was a former east–west highway across California and neighboring states that linked coastal and inland communities, including the Tehachapi area, before being largely replaced by modern interstates.
- 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: U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region) Triple: [U.S. Routes in Los Angeles County, hasRoute, U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region)]
Generated description
U.S. Route 395 Business (Inyokern–Ridgecrest) was a former business loop of U.S. Route 395 that historically extended south toward the Los Angeles region, serving local traffic between the desert communities and the main highway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 395 Business (Inyokern–Ridgecrest) (historical extension toward LA region) Target entity description: U.S. Route 395 Business (Inyokern–Ridgecrest) was a former business loop of U.S. Route 395 that historically extended south toward the Los Angeles region, serving local traffic between the desert communities and the main highway.
-
A.
U.S. Route 395 Business
U.S. Route 395 Business is a business loop of U.S. Route 395 that serves local traffic and commercial areas in Adams County, Washington.
-
B.
U.S. Route 50 (regional access via Nevada highways)
U.S. Route 50 is a major east–west U.S. highway crossing Nevada that provides regional transportation links between the Tahoe-Reno area and other parts of the state and country.
-
C.
U.S. Route 93 (historically)
U.S. Route 93 (historically) was a major north–south U.S. highway in the western United States that once crossed the Colorado River at Hoover Dam, linking Arizona and Nevada as part of a key regional travel corridor.
-
D.
U.S. Routes in Los Angeles County
U.S. Routes in Los Angeles County are a network of federally designated highways that provide major regional and interstate road connections across the county.
-
E.
historic U.S. Route 466 corridor
The historic U.S. Route 466 corridor was a former east–west highway across California and neighboring states that linked coastal and inland communities, including the Tehachapi area, before being largely replaced by modern interstates.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e7765788190a9503ef055bc30ca |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8fb70f481908a9a4ca04d6bf93b |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6baa76e8c8190b84fd31657ef3385 |
completed | May 3, 2026, 3:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb8216fc8190a0119d434adf13a5 |
completed | May 3, 2026, 3:05 a.m. |
Created at: April 9, 2026, 8:43 p.m.