Triple
T20251771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flamingo Heights, California |
E498572
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object |
served by State Route 247
Flamingo Heights, California is a small desert community in San Bernardino County located in the High Desert region near Yucca Valley and Joshua Tree National Park.
|
E1421282
|
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: served by State Route 247 | Statement: [Flamingo Heights, California, transportationAccess, served by State Route 247]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by State Route 247 Context triple: [Flamingo Heights, California, transportationAccess, served by State Route 247]
-
A.
served by U.S. Route 24
U.S. Route 24 is a major east–west United States highway that runs through several Midwestern and Mountain states, providing an important regional transportation corridor.
-
B.
served by State Route 43
Hanford is a city in California’s San Joaquin Valley that functions as a regional commercial and governmental center for the surrounding agricultural communities.
-
C.
served by State Route 49
Jackson, California is a historic Gold Rush-era city in Amador County known as a regional hub in the Sierra Nevada foothills.
-
D.
served by State Route 14
Lancaster, California is a city in northern Los Angeles County located in the Antelope Valley region of the Mojave Desert.
-
E.
served by State Route 70
Oroville is a city in Northern California that serves as the county seat of Butte County and a gateway to nearby Lake Oroville and its recreational areas.
- 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: served by State Route 247 Triple: [Flamingo Heights, California, transportationAccess, served by State Route 247]
Generated description
Flamingo Heights, California is a small desert community in San Bernardino County located in the High Desert region near Yucca Valley and Joshua Tree National Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by State Route 247 Target entity description: Flamingo Heights, California is a small desert community in San Bernardino County located in the High Desert region near Yucca Valley and Joshua Tree National Park.
-
A.
served by U.S. Route 24
U.S. Route 24 is a major east–west United States highway that runs through several Midwestern and Mountain states, providing an important regional transportation corridor.
-
B.
served by State Route 43
Hanford is a city in California’s San Joaquin Valley that functions as a regional commercial and governmental center for the surrounding agricultural communities.
-
C.
served by State Route 49
Jackson, California is a historic Gold Rush-era city in Amador County known as a regional hub in the Sierra Nevada foothills.
-
D.
served by State Route 14
Lancaster, California is a city in northern Los Angeles County located in the Antelope Valley region of the Mojave Desert.
-
E.
served by State Route 70
Oroville is a city in Northern California that serves as the county seat of Butte County and a gateway to nearby Lake Oroville and its recreational areas.
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a8b8488190b344df7a65f59684 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0855262c548190b5f6102b4e6e01a6 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0856ac50e081909c8bc737e4fe6e56 |
completed | May 16, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085746f2f08190a703a832f5867c7b |
completed | May 16, 2026, 11:38 a.m. |
Created at: April 11, 2026, 11:41 p.m.