Triple
T6368215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Knott's Berry Farm |
E143278
|
entity |
| Predicate | hasHotel |
P4287
|
FINISHED |
| Object |
Knott's Berry Farm Hotel
Knott's Berry Farm Hotel is a family-friendly, theme-park-adjacent hotel in Buena Park, California, offering convenient accommodations and amenities for visitors to Knott's Berry Farm.
|
E143278
|
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: Knott's Berry Farm Hotel | Statement: [Knott's Berry Farm, hasHotel, Knott's Berry Farm Hotel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Knott's Berry Farm Hotel Context triple: [Knott's Berry Farm, hasHotel, Knott's Berry Farm Hotel]
-
A.
Knott's Berry Farm
Knott's Berry Farm is a historic theme park in Southern California known for its roller coasters, family attractions, and origins as a berry farm and roadside restaurant.
-
B.
Disney's Paradise Pier Hotel
Disney's Paradise Pier Hotel is a Disney-owned, beach-themed hotel located at the Disneyland Resort in Anaheim, California, offering family-friendly accommodations with convenient access to the theme parks.
-
C.
Disney's Wilderness Lodge
Disney's Wilderness Lodge is a nature-themed resort hotel at Walt Disney World inspired by grand American National Park lodges, featuring rustic architecture, wooded surroundings, and proximity to Magic Kingdom.
-
D.
Disney's Grand Californian Hotel & Spa
Disney's Grand Californian Hotel & Spa is an upscale, craftsman-style Disney resort hotel in Anaheim, California, offering direct access to Disney California Adventure Park and premium accommodations, dining, and spa services.
-
E.
Disney's BoardWalk Inn
Disney's BoardWalk Inn is a deluxe, turn-of-the-20th-century Atlantic City–themed hotel located along the lively BoardWalk entertainment district at Walt Disney World in Florida.
- 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: Knott's Berry Farm Hotel Triple: [Knott's Berry Farm, hasHotel, Knott's Berry Farm Hotel]
Generated description
Knott's Berry Farm Hotel is a family-friendly, theme-park-adjacent hotel in Buena Park, California, offering convenient accommodations and amenities for visitors to Knott's Berry Farm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Knott's Berry Farm Hotel Target entity description: Knott's Berry Farm Hotel is a family-friendly, theme-park-adjacent hotel in Buena Park, California, offering convenient accommodations and amenities for visitors to Knott's Berry Farm.
-
A.
Knott's Berry Farm
chosen
Knott's Berry Farm is a historic theme park in Southern California known for its roller coasters, family attractions, and origins as a berry farm and roadside restaurant.
-
B.
Disney's Paradise Pier Hotel
Disney's Paradise Pier Hotel is a Disney-owned, beach-themed hotel located at the Disneyland Resort in Anaheim, California, offering family-friendly accommodations with convenient access to the theme parks.
-
C.
Disney's Wilderness Lodge
Disney's Wilderness Lodge is a nature-themed resort hotel at Walt Disney World inspired by grand American National Park lodges, featuring rustic architecture, wooded surroundings, and proximity to Magic Kingdom.
-
D.
Disney's Grand Californian Hotel & Spa
Disney's Grand Californian Hotel & Spa is an upscale, craftsman-style Disney resort hotel in Anaheim, California, offering direct access to Disney California Adventure Park and premium accommodations, dining, and spa services.
-
E.
Disney's BoardWalk Inn
Disney's BoardWalk Inn is a deluxe, turn-of-the-20th-century Atlantic City–themed hotel located along the lively BoardWalk entertainment district at Walt Disney World in Florida.
- 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_69c008d8c61081908bcaf61510d881ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c068251ae48190af8201d5f9ad35b6 |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d8689408190b334928df870ed29 |
completed | March 27, 2026, 7:11 a.m. |
| NEDg | Description generation | batch_69c6312d8a2c8190ad916969b0331170 |
completed | March 27, 2026, 7:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63185bf28819096e518e23362a701 |
completed | March 27, 2026, 7:28 a.m. |
Created at: March 22, 2026, 4:32 p.m.