Triple
T4061430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chalybeate Springs, Georgia |
E86219
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object |
Chalybeate Springs
Chalybeate Springs is a small unincorporated community in Georgia historically known for its iron-rich mineral springs that were once popular for their supposed health benefits.
|
E409916
|
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: Chalybeate Springs | Statement: [Chalybeate Springs, Georgia, hasName, Chalybeate Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalybeate Springs Context triple: [Chalybeate Springs, Georgia, hasName, Chalybeate Springs]
-
A.
Chalybeate Spring
Chalybeate Spring is a historic iron-rich mineral spring in Royal Tunbridge Wells, England, long famed for its supposedly health-giving waters and role in the town’s development as a spa resort.
-
B.
Miette Hot Springs
Miette Hot Springs is a popular developed hot spring pool complex in the Canadian Rockies, known for its naturally heated mineral waters and scenic mountain setting within Jasper National Park.
-
C.
Wikki Warm Springs
Wikki Warm Springs is a popular natural warm spring and recreational tourist destination located within Yankari National Park in Bauchi State, Nigeria.
-
D.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
-
E.
Bath Hot Springs
Bath Hot Springs is a natural geothermal spring and popular bathing destination known for its warm, mineral-rich waters.
- 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: Chalybeate Springs Triple: [Chalybeate Springs, Georgia, hasName, Chalybeate Springs]
Generated description
Chalybeate Springs is a small unincorporated community in Georgia historically known for its iron-rich mineral springs that were once popular for their supposed health benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalybeate Springs Target entity description: Chalybeate Springs is a small unincorporated community in Georgia historically known for its iron-rich mineral springs that were once popular for their supposed health benefits.
-
A.
Chalybeate Spring
Chalybeate Spring is a historic iron-rich mineral spring in Royal Tunbridge Wells, England, long famed for its supposedly health-giving waters and role in the town’s development as a spa resort.
-
B.
Miette Hot Springs
Miette Hot Springs is a popular developed hot spring pool complex in the Canadian Rockies, known for its naturally heated mineral waters and scenic mountain setting within Jasper National Park.
-
C.
Wikki Warm Springs
Wikki Warm Springs is a popular natural warm spring and recreational tourist destination located within Yankari National Park in Bauchi State, Nigeria.
-
D.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
-
E.
Bath Hot Springs
Bath Hot Springs is a natural geothermal spring and popular bathing destination known for its warm, mineral-rich waters.
- 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_69aed93c69208190a4efac0efe3cd69b |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd4acb0819093bcffcd05ed8e6f |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562ac25848190951431c9c853cc59 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5633103e081909dbe7a7e54877343 |
completed | March 14, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b563eca17c81908deff0d361a7be87 |
completed | March 14, 2026, 1:34 p.m. |
Created at: March 9, 2026, 3:38 p.m.