Triple
T14886487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spartanburg County |
E350134
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Boiling Springs
Boiling Springs is a suburban census-designated community in northern South Carolina known for its residential growth and proximity to the city of Spartanburg.
|
E1125553
|
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: Boiling Springs | Statement: [Spartanburg County, containsCensusDesignatedPlace, Boiling Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boiling Springs Context triple: [Spartanburg County, containsCensusDesignatedPlace, Boiling Springs]
-
A.
Boiling Springs Lake
Boiling Springs Lake is a large, highly acidic, geothermal lake known for its bubbling hot springs and vivid colors in Lassen Volcanic National Park in Northern California.
-
B.
Boiling Springs, North Carolina
Boiling Springs, North Carolina is a small town in Cleveland County best known as the home of Gardner–Webb University and its close-knit academic community.
-
C.
Sycamore Mineral Springs
Sycamore Mineral Springs is a resort and spa in Avila Beach, California, known for its natural hot mineral springs, wellness retreats, and scenic hillside setting.
-
D.
Shanondale Springs
Shanondale Springs is a historic resort and natural spring area in Jefferson County, West Virginia, known for its mineral waters and scenic setting along the Shenandoah River.
-
E.
Sinking Spring
Sinking Spring is the natural spring in Kentucky beside which Abraham Lincoln was born, now preserved as a key feature of the Abraham Lincoln Birthplace National Historical Park.
- 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: Boiling Springs Triple: [Spartanburg County, containsCensusDesignatedPlace, Boiling Springs]
Generated description
Boiling Springs is a suburban census-designated community in northern South Carolina known for its residential growth and proximity to the city of Spartanburg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boiling Springs Target entity description: Boiling Springs is a suburban census-designated community in northern South Carolina known for its residential growth and proximity to the city of Spartanburg.
-
A.
Boiling Springs Lake
Boiling Springs Lake is a large, highly acidic, geothermal lake known for its bubbling hot springs and vivid colors in Lassen Volcanic National Park in Northern California.
-
B.
Boiling Springs, North Carolina
Boiling Springs, North Carolina is a small town in Cleveland County best known as the home of Gardner–Webb University and its close-knit academic community.
-
C.
Sycamore Mineral Springs
Sycamore Mineral Springs is a resort and spa in Avila Beach, California, known for its natural hot mineral springs, wellness retreats, and scenic hillside setting.
-
D.
Shanondale Springs
Shanondale Springs is a historic resort and natural spring area in Jefferson County, West Virginia, known for its mineral waters and scenic setting along the Shenandoah River.
-
E.
Sinking Spring
Sinking Spring is the natural spring in Kentucky beside which Abraham Lincoln was born, now preserved as a key feature of the Abraham Lincoln Birthplace National Historical Park.
- 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_69d822ee4f408190b6ac3b2fa434f0df |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded5f5b1c88190815f3585770cb135 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b5d0a208190b2490c86b15a42db |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6c7cc6a481908b1b7e15cd7640a5 |
completed | May 8, 2026, 11:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6e0950e481909c63e47bc98267bf |
completed | May 8, 2026, 11:13 p.m. |
Created at: April 10, 2026, 1:56 a.m.