Triple
T21353653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison County, North Carolina |
E526553
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Hot Springs
Hot Springs is a small town in western North Carolina known for its natural mineral hot springs and scenic location along the Appalachian Trail.
|
E1480461
|
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: Hot Springs | Statement: [Madison County, North Carolina, containsSettlement, Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hot Springs Context triple: [Madison County, North Carolina, containsSettlement, Hot Springs]
-
A.
The City of Hot Springs
The City of Hot Springs is a popular Philippine city renowned for its numerous natural hot spring resorts and scenic views of Mount Makiling.
-
B.
Warm Springs
Warm Springs is the historic mineral spring area in Berkeley Springs, West Virginia, renowned for its natural warm waters and long-standing use as a health resort.
-
C.
Warm Springs
Warm Springs is a neighborhood and district in the southern part of Fremont, California, known for its residential communities and proximity to major tech and industrial centers.
-
D.
Eureka Springs, Arkansas
Eureka Springs, Arkansas is a historic Victorian resort town in the Ozark Mountains known for its preserved architecture, natural springs, and vibrant arts and tourism scene.
-
E.
Hot Springs, Arkansas, United States
Hot Springs, Arkansas, United States is a historic resort city known for its natural thermal springs, bathhouses, and scenic location in the Ouachita Mountains.
- 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: Hot Springs Triple: [Madison County, North Carolina, containsSettlement, Hot Springs]
Generated description
Hot Springs is a small town in western North Carolina known for its natural mineral hot springs and scenic location along the Appalachian Trail.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hot Springs Target entity description: Hot Springs is a small town in western North Carolina known for its natural mineral hot springs and scenic location along the Appalachian Trail.
-
A.
The City of Hot Springs
The City of Hot Springs is a popular Philippine city renowned for its numerous natural hot spring resorts and scenic views of Mount Makiling.
-
B.
Warm Springs
Warm Springs is a neighborhood and district in the southern part of Fremont, California, known for its residential communities and proximity to major tech and industrial centers.
-
C.
Warm Springs
Warm Springs is the historic mineral spring area in Berkeley Springs, West Virginia, renowned for its natural warm waters and long-standing use as a health resort.
-
D.
Eureka Springs, Arkansas
Eureka Springs, Arkansas is a historic Victorian resort town in the Ozark Mountains known for its preserved architecture, natural springs, and vibrant arts and tourism scene.
-
E.
Hot Springs, Arkansas, United States
Hot Springs, Arkansas, United States is a historic resort city known for its natural thermal springs, bathhouses, and scenic location in the Ouachita Mountains.
- 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_69e0b51cd5cc81909ac1187971e8a8ad |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69ee5bac9e1481909121e89f046c77f6 |
completed | April 26, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09ad61410081909dbed86cc6b70bca |
completed | May 17, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_6a09ae7ab31081908d57ff9ffe7c223b |
completed | May 17, 2026, 12:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09af42dc78819096e4e08f8ec44f71 |
completed | May 17, 2026, 12:06 p.m. |
Created at: April 16, 2026, 5:05 p.m.