Triple
T2844695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friant Dam |
E62555
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Friant, California
Friant, California is a small unincorporated community in Fresno County best known for its location along the San Joaquin River near the Friant Dam and Millerton Lake.
|
E304077
|
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: Friant, California | Statement: [Friant Dam, locatedNear, Friant, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friant, California Context triple: [Friant Dam, locatedNear, Friant, California]
-
A.
Borrego Springs, California
Borrego Springs, California is a small unincorporated desert community in San Diego County known as a gateway to Anza-Borrego Desert landscapes, dark-sky stargazing, and spring wildflower blooms.
-
B.
Borrego Valley
Borrego Valley is an arid desert valley in Southern California known for its rugged landscapes, seasonal wildflower blooms, and role as a central area within Anza-Borrego Desert State Park.
-
C.
Salton City, California
Salton City, California is a small unincorporated community in Imperial County situated along the western shore of the Salton Sea, known for its desert setting and partially abandoned, resort-era developments.
-
D.
Brawley
Brawley is a small agricultural city in Southern California’s Imperial Valley, known for its farming industry and desert climate.
-
E.
Tulare, California
Tulare, California is a small agricultural city in California’s San Joaquin Valley, known for its dairy industry and annual World Ag Expo.
- 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: Friant, California Triple: [Friant Dam, locatedNear, Friant, California]
Generated description
Friant, California is a small unincorporated community in Fresno County best known for its location along the San Joaquin River near the Friant Dam and Millerton Lake.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friant, California Target entity description: Friant, California is a small unincorporated community in Fresno County best known for its location along the San Joaquin River near the Friant Dam and Millerton Lake.
-
A.
Borrego Springs, California
Borrego Springs, California is a small unincorporated desert community in San Diego County known as a gateway to Anza-Borrego Desert landscapes, dark-sky stargazing, and spring wildflower blooms.
-
B.
Borrego Valley
Borrego Valley is an arid desert valley in Southern California known for its rugged landscapes, seasonal wildflower blooms, and role as a central area within Anza-Borrego Desert State Park.
-
C.
Salton City, California
Salton City, California is a small unincorporated community in Imperial County situated along the western shore of the Salton Sea, known for its desert setting and partially abandoned, resort-era developments.
-
D.
Brawley
Brawley is a small agricultural city in Southern California’s Imperial Valley, known for its farming industry and desert climate.
-
E.
Tulare, California
Tulare, California is a small agricultural city in California’s San Joaquin Valley, known for its dairy industry and annual World Ag Expo.
- 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_69ab4c3d16bc81908b3a1c98fbd287fe |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf1b58c88190b45d8c5a76dc52ac |
completed | March 7, 2026, 8:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8d850b481909850ff5e89021824 |
completed | March 10, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_69afe990ce088190b42b20037c1eef3f |
completed | March 10, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b00d04f42081909d59e1ad1bec6c34 |
completed | March 10, 2026, 12:22 p.m. |
Created at: March 6, 2026, 10:02 p.m.