Triple
T4853649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Essex, California |
E108480
|
entity |
| Predicate | nearbyPlace |
P2064
|
FINISHED |
| Object |
Amboy, California
Amboy, California is a small, historic Route 66 ghost town in the Mojave Desert known for its iconic Roy's Motel and Café.
|
E475276
|
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: Amboy, California | Statement: [Essex, California, nearbyPlace, Amboy, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amboy, California Context triple: [Essex, California, nearbyPlace, Amboy, California]
-
A.
Wildomar, California
Wildomar, California is a small city in Riverside County’s Inland Empire region known for its suburban residential character and proximity to the I-15 corridor.
-
B.
Dos Palos, California
Dos Palos, California is a small rural city in Merced County in California’s San Joaquin Valley, known for its agricultural community and farming-based economy.
-
C.
Pacheco, California
Pacheco, California is a small unincorporated community in the San Francisco Bay Area’s Contra Costa County, known primarily as a suburban residential area with nearby commercial development.
-
D.
Alvarado, California
Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
-
E.
Petrolia, California
Petrolia, California is a small, remote community in Humboldt County known as the first place in California where oil was discovered and for its rugged coastal setting near Cape Mendocino.
- 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: Amboy, California Triple: [Essex, California, nearbyPlace, Amboy, California]
Generated description
Amboy, California is a small, historic Route 66 ghost town in the Mojave Desert known for its iconic Roy's Motel and Café.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amboy, California Target entity description: Amboy, California is a small, historic Route 66 ghost town in the Mojave Desert known for its iconic Roy's Motel and Café.
-
A.
Wildomar, California
Wildomar, California is a small city in Riverside County’s Inland Empire region known for its suburban residential character and proximity to the I-15 corridor.
-
B.
Dos Palos, California
Dos Palos, California is a small rural city in Merced County in California’s San Joaquin Valley, known for its agricultural community and farming-based economy.
-
C.
Pacheco, California
Pacheco, California is a small unincorporated community in the San Francisco Bay Area’s Contra Costa County, known primarily as a suburban residential area with nearby commercial development.
-
D.
Alvarado, California
Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
-
E.
Petrolia, California
Petrolia, California is a small, remote community in Humboldt County known as the first place in California where oil was discovered and for its rugged coastal setting near Cape Mendocino.
- 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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d3b00fc81909bdb95eb9648c907 |
completed | March 20, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5ce33db08190b44b5b0c21d2b850 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be5f6142648190bec124c9c3933cc3 |
completed | March 21, 2026, 9:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5ffeaff481908e2e80ddc82ac6f6 |
completed | March 21, 2026, 9:08 a.m. |
Created at: March 20, 2026, 1:26 p.m.