Triple
T5359582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hays County |
E102985
|
entity |
| Predicate | containsProtectedArea |
P855
|
FINISHED |
| Object |
Jacob’s Well Natural Area
Jacob’s Well Natural Area is a popular Texas Hill Country preserve centered around a clear artesian spring and swimming hole that serves as the headwaters of Cypress Creek and a gateway to an extensive underwater cave system.
|
E514123
|
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: Jacob’s Well Natural Area | Statement: [Hays County, containsProtectedArea, Jacob’s Well Natural Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jacob’s Well Natural Area Context triple: [Hays County, containsProtectedArea, Jacob’s Well Natural Area]
-
A.
Clifty Creek Natural Area
Clifty Creek Natural Area is a protected scenic site in Missouri known for its dramatic forested bluffs, rocky cliffs, and natural bridge along Clifty Creek.
-
B.
Greenwell State Park
Greenwell State Park is a public recreation and conservation area in Maryland known for its waterfront access, trails, and outdoor activities along the Patuxent River.
-
C.
Giant Springs State Park
Giant Springs State Park is a scenic Montana state park known for its large natural freshwater springs, riverside trails, and historic features along the Missouri River near Great Falls.
-
D.
Saunders Recreation Area
Saunders Recreation Area is a public outdoor recreation site in Tewksbury, Massachusetts, offering residents and visitors space for leisure activities and community use.
-
E.
Heyburn State Park
Heyburn State Park is Idaho’s oldest state park, known for its forested hills, lakes, and recreational opportunities in the southern Coeur d'Alene region.
- 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: Jacob’s Well Natural Area Triple: [Hays County, containsProtectedArea, Jacob’s Well Natural Area]
Generated description
Jacob’s Well Natural Area is a popular Texas Hill Country preserve centered around a clear artesian spring and swimming hole that serves as the headwaters of Cypress Creek and a gateway to an extensive underwater cave system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jacob’s Well Natural Area Target entity description: Jacob’s Well Natural Area is a popular Texas Hill Country preserve centered around a clear artesian spring and swimming hole that serves as the headwaters of Cypress Creek and a gateway to an extensive underwater cave system.
-
A.
Clifty Creek Natural Area
Clifty Creek Natural Area is a protected scenic site in Missouri known for its dramatic forested bluffs, rocky cliffs, and natural bridge along Clifty Creek.
-
B.
Greenwell State Park
Greenwell State Park is a public recreation and conservation area in Maryland known for its waterfront access, trails, and outdoor activities along the Patuxent River.
-
C.
Giant Springs State Park
Giant Springs State Park is a scenic Montana state park known for its large natural freshwater springs, riverside trails, and historic features along the Missouri River near Great Falls.
-
D.
Saunders Recreation Area
Saunders Recreation Area is a public outdoor recreation site in Tewksbury, Massachusetts, offering residents and visitors space for leisure activities and community use.
-
E.
Heyburn State Park
Heyburn State Park is Idaho’s oldest state park, known for its forested hills, lakes, and recreational opportunities in the southern Coeur d'Alene region.
- 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_69bd43daa3e4819090b59d127db70e57 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd86330e4c8190b5452226886287b3 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21e955a8819094a0b12e42e2d6a6 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf23d9ca3881909bfc0a2e99164450 |
completed | March 21, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf243319448190a30d6e8847d3f4b8 |
completed | March 21, 2026, 11:05 p.m. |
Created at: March 20, 2026, 2:02 p.m.