Triple
T9842053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madera Amtrak station |
E239250
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Madera, California
Madera, California is a small city in California’s San Joaquin Valley that serves as the seat of Madera County and a regional center for agriculture and transportation.
|
E825624
|
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: Madera, California | Statement: [Madera Amtrak station, locatedIn, Madera, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madera, California Context triple: [Madera Amtrak station, locatedIn, Madera, California]
-
A.
Mariposa, California
Mariposa, California is a historic Gold Rush-era town in the Sierra Nevada foothills that serves as a gateway community to Yosemite National Park.
-
B.
Manteca, California
Manteca, California is a growing Central Valley city known as a regional agricultural and transportation hub between the Bay Area and the Sierra Nevada.
-
C.
Calexico, California
Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
-
D.
Guadalupe, California
Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
-
E.
Soledad, California
Soledad, California is a small agricultural city in Monterey County best known as the primary gateway to Pinnacles National Park.
- 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: Madera, California Triple: [Madera Amtrak station, locatedIn, Madera, California]
Generated description
Madera, California is a small city in California’s San Joaquin Valley that serves as the seat of Madera County and a regional center for agriculture and transportation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madera, California Target entity description: Madera, California is a small city in California’s San Joaquin Valley that serves as the seat of Madera County and a regional center for agriculture and transportation.
-
A.
Mariposa, California
Mariposa, California is a historic Gold Rush-era town in the Sierra Nevada foothills that serves as a gateway community to Yosemite National Park.
-
B.
Manteca, California
Manteca, California is a growing Central Valley city known as a regional agricultural and transportation hub between the Bay Area and the Sierra Nevada.
-
C.
Calexico, California
Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
-
D.
Guadalupe, California
Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
-
E.
Soledad, California
Soledad, California is a small agricultural city in Monterey County best known as the primary gateway to Pinnacles National Park.
- 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_69ca84e3f0c48190ada72a65ebd50efd |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb34e3420819084bb31170e643cd0 |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e429682c8190a94339b96d4081f6 |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e50214888190a93a9a27cc3f203f |
completed | April 5, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e5659fd88190bcee1dc2851df117 |
completed | April 5, 2026, 4:30 a.m. |
Created at: March 30, 2026, 8:33 p.m.