Triple
T15232261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biltmore Forest, North Carolina |
E364032
|
entity |
| Predicate | hasAmenity |
P105
|
FINISHED |
| Object |
Biltmore Forest Country Club
Biltmore Forest Country Club is a private golf and social club in Biltmore Forest, North Carolina, known for its historic, Donald Ross–designed golf course and upscale amenities.
|
E1144413
|
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: Biltmore Forest Country Club | Statement: [Biltmore Forest, North Carolina, hasAmenity, Biltmore Forest Country Club]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biltmore Forest Country Club Context triple: [Biltmore Forest, North Carolina, hasAmenity, Biltmore Forest Country Club]
-
A.
Pinewood Country Club
Pinewood Country Club is a private golf and recreational club in the mountain community of Munds Park, Arizona, offering golf, dining, and social amenities to members and guests.
-
B.
Winchester Country Club
Winchester Country Club is a private golf and social club located in the suburban town of Winchester, Massachusetts.
-
C.
Brentwood Country Club
Brentwood Country Club is a private golf and social club located in the affluent Brentwood neighborhood of Los Angeles, known for its upscale amenities and exclusive membership.
-
D.
Inverness Country Club
Inverness Country Club is a private golf and social club in Inverness, Alabama, featuring an 18-hole course and member-focused recreational amenities.
-
E.
Columbia Country Club
Columbia Country Club is a historic, private golf and social club located in Chevy Chase, Maryland, known for its championship course and exclusive membership.
- 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: Biltmore Forest Country Club Triple: [Biltmore Forest, North Carolina, hasAmenity, Biltmore Forest Country Club]
Generated description
Biltmore Forest Country Club is a private golf and social club in Biltmore Forest, North Carolina, known for its historic, Donald Ross–designed golf course and upscale amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biltmore Forest Country Club Target entity description: Biltmore Forest Country Club is a private golf and social club in Biltmore Forest, North Carolina, known for its historic, Donald Ross–designed golf course and upscale amenities.
-
A.
Pinewood Country Club
Pinewood Country Club is a private golf and recreational club in the mountain community of Munds Park, Arizona, offering golf, dining, and social amenities to members and guests.
-
B.
Winchester Country Club
Winchester Country Club is a private golf and social club located in the suburban town of Winchester, Massachusetts.
-
C.
Brentwood Country Club
Brentwood Country Club is a private golf and social club located in the affluent Brentwood neighborhood of Los Angeles, known for its upscale amenities and exclusive membership.
-
D.
Inverness Country Club
Inverness Country Club is a private golf and social club in Inverness, Alabama, featuring an 18-hole course and member-focused recreational amenities.
-
E.
Columbia Country Club
Columbia Country Club is a historic, private golf and social club located in Chevy Chase, Maryland, known for its championship course and exclusive membership.
- 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007d7237081908dc17900ee66b64f |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd3beae88190a91af2c9a7def8f8 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69fede3ef86481908b21bb8c43e490a0 |
completed | May 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedec501408190831c1cfa38c0db15 |
completed | May 9, 2026, 7:14 a.m. |
Created at: April 10, 2026, 3:12 a.m.