Triple
T1337674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fremont |
E28790
|
entity |
| Predicate | hasRegion |
P285
|
FINISHED |
| Object |
Warm Springs
Warm Springs is a neighborhood and district in the southern part of Fremont, California, known for its residential communities and proximity to major tech and industrial centers.
|
E156640
|
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: Warm Springs | Statement: [Fremont, hasRegion, Warm Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warm Springs Context triple: [Fremont, hasRegion, Warm Springs]
-
A.
The Springs
The Springs is a themed accommodation area within Disney's Saratoga Springs Resort & Spa at Walt Disney World, styled after historic New York mineral spring retreats.
-
B.
Stillwater
Stillwater is a small town in eastern New York State known for its proximity to historic Revolutionary War sites near the Hudson River.
-
C.
Warm Springs, Georgia, United States
Warm Springs, Georgia, United States is a small town historically known as a therapeutic retreat and the place where President Franklin D. Roosevelt frequently stayed and ultimately died.
-
D.
Chalybeate Springs, Georgia
Chalybeate Springs, Georgia is an unincorporated community historically known for its mineral-rich spring waters, located in rural Meriwether County in west-central Georgia.
-
E.
Green Valley
Green Valley is a census-designated residential community in Solano County, California, known for its semi-rural character and proximity to the Bay Area.
- 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: Warm Springs Triple: [Fremont, hasRegion, Warm Springs]
Generated description
Warm Springs is a neighborhood and district in the southern part of Fremont, California, known for its residential communities and proximity to major tech and industrial centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warm Springs Target entity description: Warm Springs is a neighborhood and district in the southern part of Fremont, California, known for its residential communities and proximity to major tech and industrial centers.
-
A.
The Springs
The Springs is a themed accommodation area within Disney's Saratoga Springs Resort & Spa at Walt Disney World, styled after historic New York mineral spring retreats.
-
B.
Stillwater
Stillwater is a small town in eastern New York State known for its proximity to historic Revolutionary War sites near the Hudson River.
-
C.
Warm Springs, Georgia, United States
Warm Springs, Georgia, United States is a small town historically known as a therapeutic retreat and the place where President Franklin D. Roosevelt frequently stayed and ultimately died.
-
D.
Chalybeate Springs, Georgia
Chalybeate Springs, Georgia is an unincorporated community historically known for its mineral-rich spring waters, located in rural Meriwether County in west-central Georgia.
-
E.
Green Valley
Green Valley is a census-designated residential community in Solano County, California, known for its semi-rural character and proximity to the Bay Area.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1edda1c81909a1149b254b0d57e |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce660ccc8190abc6cdceaf09101c |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accf3931bc81908e38755e2d024270 |
completed | March 8, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accfb8acfc8190bba379d8bb114c29 |
completed | March 8, 2026, 1:24 a.m. |
Created at: March 1, 2026, 7:55 p.m.