Triple
T17361767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marble Fork Kaweah River |
E422082
|
entity |
| Predicate | hasTouristAttraction |
P530
|
FINISHED |
| Object | Marble Falls |
—
|
NE ONDG |
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: Marble Falls | Statement: [Marble Fork Kaweah River, hasTouristAttraction, Marble Falls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marble Falls Context triple: [Marble Fork Kaweah River, hasTouristAttraction, Marble Falls]
-
A.
Marble Falls
Marble Falls is a small Central Texas city known for its scenic location on the Colorado River, proximity to Highland Lakes, and role as a gateway to the Texas Hill Country.
-
B.
Lake Marble Falls
Lake Marble Falls is a man-made reservoir in the Texas Hill Country, known for recreation and hydroelectric power generation as part of the Highland Lakes chain.
-
C.
Diamond Falls
Diamond Falls is a picturesque waterfall and mineral-rich hot spring located within the Diamond Botanical Gardens near Soufrière in Saint Lucia.
-
D.
Tolliver Falls
Tolliver Falls is a scenic waterfall located within Swallow Falls State Park in western Maryland, known for its picturesque cascades and surrounding forested landscape.
-
E.
DeSoto Falls
DeSoto Falls is a scenic, high waterfall in northeastern Alabama known for its dramatic drop, surrounding cliffs, and popular hiking and viewing areas.
- 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: Marble Falls Triple: [Marble Fork Kaweah River, hasTouristAttraction, Marble Falls]
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marble Falls Target entity description: Marble Falls is a scenic series of cascading waterfalls and natural rock pools popular with hikers and swimmers in Sequoia National Park, California.
-
A.
Marble Falls
Marble Falls is a small Central Texas city known for its scenic location on the Colorado River, proximity to Highland Lakes, and role as a gateway to the Texas Hill Country.
-
B.
Lake Marble Falls
Lake Marble Falls is a man-made reservoir in the Texas Hill Country, known for recreation and hydroelectric power generation as part of the Highland Lakes chain.
-
C.
Diamond Falls
Diamond Falls is a picturesque waterfall and mineral-rich hot spring located within the Diamond Botanical Gardens near Soufrière in Saint Lucia.
-
D.
Tolliver Falls
Tolliver Falls is a scenic waterfall located within Swallow Falls State Park in western Maryland, known for its picturesque cascades and surrounding forested landscape.
-
E.
DeSoto Falls
DeSoto Falls is a scenic, high waterfall in northeastern Alabama known for its dramatic drop, surrounding cliffs, and popular hiking and viewing areas.
- F. None of above. chosen
Provenance (4 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_69d889d520008190a26917a95bf1c2ea |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a4d6de88190b816b93ff5778157 |
completed | April 19, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0195609d988190b7a70f8eabf75eaa |
completed | May 11, 2026, 8:37 a.m. |
| NEDg | Description generation | batch_6a01962ae4848190b2aad8e19bf6522f |
in_progress | May 11, 2026, 8:41 a.m. |
Created at: April 10, 2026, 5:44 a.m.