Triple
T1293046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imperial County |
E27589
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Slab City
Slab City is an off-grid, largely lawless squatter community in the California desert known for its alternative lifestyle, artistic installations, and lack of formal infrastructure.
|
E148617
|
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: Slab City | Statement: [Imperial County, contains, Slab City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slab City Context triple: [Imperial County, contains, Slab City]
-
A.
Thousand Palms
Thousand Palms is an unincorporated desert community in Riverside County, California, known for its proximity to Palm Desert and the Coachella Valley Preserve.
-
B.
Camel City
Camel City is a nickname for Winston-Salem, North Carolina, historically tied to the city’s association with the Camel cigarette brand and its tobacco industry.
-
C.
Zzyzx, California
Zzyzx, California is a remote former health spa site and unincorporated community in the Mojave Desert, best known for its unusual name and location near Soda Dry Lake along Interstate 15.
-
D.
Barstow
Barstow is a small city in Southern California known as a major transportation hub and gateway between Los Angeles, Las Vegas, and the Mojave Desert.
-
E.
Calico Ghost Town
Calico Ghost Town is a restored 19th-century silver mining town in California that now operates as a historic park and tourist attraction showcasing Old West life.
- 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: Slab City Triple: [Imperial County, contains, Slab City]
Generated description
Slab City is an off-grid, largely lawless squatter community in the California desert known for its alternative lifestyle, artistic installations, and lack of formal infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slab City Target entity description: Slab City is an off-grid, largely lawless squatter community in the California desert known for its alternative lifestyle, artistic installations, and lack of formal infrastructure.
-
A.
Thousand Palms
Thousand Palms is an unincorporated desert community in Riverside County, California, known for its proximity to Palm Desert and the Coachella Valley Preserve.
-
B.
Camel City
Camel City is a nickname for Winston-Salem, North Carolina, historically tied to the city’s association with the Camel cigarette brand and its tobacco industry.
-
C.
Zzyzx, California
Zzyzx, California is a remote former health spa site and unincorporated community in the Mojave Desert, best known for its unusual name and location near Soda Dry Lake along Interstate 15.
-
D.
Barstow
Barstow is a small city in Southern California known as a major transportation hub and gateway between Los Angeles, Las Vegas, and the Mojave Desert.
-
E.
Calico Ghost Town
Calico Ghost Town is a restored 19th-century silver mining town in California that now operates as a historic park and tourist attraction showcasing Old West life.
- 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_69a496d4ec448190ad653b2590c46711 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c0f09d5c81909e6dc036fe9c5b4a |
completed | March 1, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb300d3a0819081a9d19ea1fbdfe2 |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb370c7cc81908a78bb5438416db6 |
completed | March 7, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb409b4d0819081266cf3e6c09164 |
completed | March 7, 2026, 11:26 p.m. |
Created at: March 1, 2026, 7:51 p.m.