Triple
T4436982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morongo Unified School District |
E95674
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object |
Yucca Valley, California
Yucca Valley, California is a high-desert town in San Bernardino County near Joshua Tree National Park, known for its scenic landscapes and residential communities.
|
E444561
|
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: Yucca Valley, California | Statement: [Morongo Unified School District, servesCity, Yucca Valley, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yucca Valley, California Context triple: [Morongo Unified School District, servesCity, Yucca Valley, California]
-
A.
Twentynine Palms, California
Twentynine Palms, California is a small desert city in Southern California known as a gateway to Joshua Tree National Park and for its proximity to the Marine Corps Air Ground Combat Center.
-
B.
Victorville, California
Victorville, California is a high-desert city in San Bernardino County known as a growing residential and logistics hub within Southern California’s Inland Empire region.
-
C.
Temecula, California
Temecula, California is a rapidly growing city in Southern California’s Inland Empire region, best known for its wine country, historic Old Town, and role as a regional tourism and economic hub.
-
D.
El Mirage, California
El Mirage, California is a small desert community in San Bernardino County known for its proximity to the El Mirage Dry Lake, a popular site for off-road recreation and land-speed racing.
-
E.
Fountain Valley, California
Fountain Valley, California is a suburban city in Orange County known for its residential communities, parks, and proximity to major Southern California employment centers.
- 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: Yucca Valley, California Triple: [Morongo Unified School District, servesCity, Yucca Valley, California]
Generated description
Yucca Valley, California is a high-desert town in San Bernardino County near Joshua Tree National Park, known for its scenic landscapes and residential communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yucca Valley, California Target entity description: Yucca Valley, California is a high-desert town in San Bernardino County near Joshua Tree National Park, known for its scenic landscapes and residential communities.
-
A.
Twentynine Palms, California
Twentynine Palms, California is a small desert city in Southern California known as a gateway to Joshua Tree National Park and for its proximity to the Marine Corps Air Ground Combat Center.
-
B.
Victorville, California
Victorville, California is a high-desert city in San Bernardino County known as a growing residential and logistics hub within Southern California’s Inland Empire region.
-
C.
Temecula, California
Temecula, California is a rapidly growing city in Southern California’s Inland Empire region, best known for its wine country, historic Old Town, and role as a regional tourism and economic hub.
-
D.
El Mirage, California
El Mirage, California is a small desert community in San Bernardino County known for its proximity to the El Mirage Dry Lake, a popular site for off-road recreation and land-speed racing.
-
E.
Fountain Valley, California
Fountain Valley, California is a suburban city in Orange County known for its residential communities, parks, and proximity to major Southern California employment centers.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3558b1d4481909060ede5e0ded4bc |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b65f34df20819090767fe4c577be87 |
completed | March 15, 2026, 7:26 a.m. |
| NEDg | Description generation | batch_69b661b837e08190a05f1d259ed12b2c |
completed | March 15, 2026, 7:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b661da09ec8190aa13a9f60d17cbad |
completed | March 15, 2026, 7:38 a.m. |
Created at: March 12, 2026, 11:31 p.m.