Triple
T5032013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manteca |
E113327
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
San Joaquin County metropolitan area
The San Joaquin County metropolitan area is a population and economic region in California’s Central Valley centered around Stockton and its surrounding communities.
|
E20697
|
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: San Joaquin County metropolitan area | Statement: [Manteca, partOf, San Joaquin County metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Joaquin County metropolitan area Context triple: [Manteca, partOf, San Joaquin County metropolitan area]
-
A.
San Joaquin County
San Joaquin County is a largely agricultural and rapidly growing county in California’s Central Valley, anchored by the city of Stockton and known for its role in the state’s farming and transportation industries.
-
B.
Sacramento County
Sacramento County is a county in Northern California that includes the state capital, Sacramento, and serves as a major political and economic hub of the region.
-
C.
Fresno County
Fresno County is a large, agriculturally rich county in California’s San Joaquin Valley, centered on the city of Fresno and known for its significant role in U.S. fruit, nut, and vegetable production.
-
D.
Madera County, California
Madera County, California is a largely rural county in the central part of the state, encompassing portions of the Sierra Nevada and serving as a gateway to major natural areas such as Yosemite National Park.
-
E.
Contra Costa County
Contra Costa County is a populous county in the San Francisco Bay Area known for its suburban communities, regional parks, and role as a residential and industrial hub east of Oakland and San Francisco.
- 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: San Joaquin County metropolitan area Triple: [Manteca, partOf, San Joaquin County metropolitan area]
Generated description
The San Joaquin County metropolitan area is a population and economic region in California’s Central Valley centered around Stockton and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Joaquin County metropolitan area Target entity description: The San Joaquin County metropolitan area is a population and economic region in California’s Central Valley centered around Stockton and its surrounding communities.
-
A.
San Joaquin County
chosen
San Joaquin County is a largely agricultural and rapidly growing county in California’s Central Valley, anchored by the city of Stockton and known for its role in the state’s farming and transportation industries.
-
B.
Sacramento County
Sacramento County is a county in Northern California that includes the state capital, Sacramento, and serves as a major political and economic hub of the region.
-
C.
Fresno County
Fresno County is a large, agriculturally rich county in California’s San Joaquin Valley, centered on the city of Fresno and known for its significant role in U.S. fruit, nut, and vegetable production.
-
D.
Madera County, California
Madera County, California is a largely rural county in the central part of the state, encompassing portions of the Sierra Nevada and serving as a gateway to major natural areas such as Yosemite National Park.
-
E.
Contra Costa County
Contra Costa County is a populous county in the San Francisco Bay Area known for its suburban communities, regional parks, and role as a residential and industrial hub east of Oakland and San Francisco.
- F. None of above.
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_69bd443775e48190a646ffbfc4334723 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73b4d1708190aa1fa63104555f8a |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c6df1b88190ad61c87a28312957 |
completed | March 21, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69be9d0b87d48190a2f75e7c6e472d94 |
completed | March 21, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9d6b81888190b203988b37306df2 |
completed | March 21, 2026, 1:30 p.m. |
Created at: March 20, 2026, 1:36 p.m.