Triple
T13874791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State Route 79 |
E333551
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Inland Empire, California
Inland Empire, California is a large metropolitan region in Southern California east of Los Angeles, known for its rapidly growing suburban communities, logistics and warehousing hubs, and diverse desert and mountain landscapes.
|
E1067034
|
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: Inland Empire, California | Statement: [State Route 79, regionServed, Inland Empire, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inland Empire, California Context triple: [State Route 79, regionServed, Inland Empire, California]
-
A.
Imperial, California
Imperial, California is a small city in Southern California’s Imperial Valley known for its agricultural economy and proximity to the U.S.–Mexico border.
-
B.
Hesperia, California
Hesperia, California is a high desert city in San Bernardino County known for its location along major transportation routes between the Inland Empire and the Mojave Desert.
-
C.
Duarte, California
Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
-
D.
Yucaipa, California
Yucaipa, California is a city in San Bernardino County known for its foothill setting near the San Bernardino Mountains and its suburban, family-oriented community.
-
E.
La Elipa
La Elipa is a Madrid Metro station in the Ciudad Lineal district, serving the residential neighborhood of the same name on Line 2.
- 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: Inland Empire, California Triple: [State Route 79, regionServed, Inland Empire, California]
Generated description
Inland Empire, California is a large metropolitan region in Southern California east of Los Angeles, known for its rapidly growing suburban communities, logistics and warehousing hubs, and diverse desert and mountain landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inland Empire, California Target entity description: Inland Empire, California is a large metropolitan region in Southern California east of Los Angeles, known for its rapidly growing suburban communities, logistics and warehousing hubs, and diverse desert and mountain landscapes.
-
A.
Imperial, California
Imperial, California is a small city in Southern California’s Imperial Valley known for its agricultural economy and proximity to the U.S.–Mexico border.
-
B.
Hesperia, California
Hesperia, California is a high desert city in San Bernardino County known for its location along major transportation routes between the Inland Empire and the Mojave Desert.
-
C.
Duarte, California
Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
-
D.
Yucaipa, California
Yucaipa, California is a city in San Bernardino County known for its foothill setting near the San Bernardino Mountains and its suburban, family-oriented community.
-
E.
La Elipa
La Elipa is a Madrid Metro station in the Ciudad Lineal district, serving the residential neighborhood of the same name on Line 2.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0be4031c8190bef5865ec23b18a0 |
completed | April 14, 2026, 9:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c109ac5c819090b2b7e43334f904 |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c2c711948190ac614291592a7e03 |
completed | May 3, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c36f28b48190b734a9e5e7ae39b9 |
completed | May 3, 2026, 9:51 p.m. |
Created at: April 9, 2026, 10:14 p.m.