Triple
T1850642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hill Country of Texas |
E41386
|
entity |
| Predicate | hasRiver |
P165
|
FINISHED |
| Object |
Frio River
The Frio River is a clear, spring-fed river in Texas known for its scenic limestone banks, cool waters, and popularity for tubing, swimming, and camping.
|
E330052
|
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: Frio River | Statement: [Hill Country of Texas, hasRiver, Frio River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frio River Context triple: [Hill Country of Texas, hasRiver, Frio River]
-
A.
Llano River
The Llano River is a spring-fed river in the Texas Hill Country known for its clear waters, granite outcrops, and popular fishing and recreation opportunities.
-
B.
Devils River
Devils River is a clear, spring-fed river in southwestern Texas known for its remote, rugged setting and exceptional water quality, popular for paddling, fishing, and wildlife viewing.
-
C.
Guadalupe River
The Guadalupe River is a waterway in Northern California that flows through Santa Clara County and the city of San Jose before emptying into San Francisco Bay.
-
D.
Guadalupe River
The Guadalupe River is a scenic waterway in Texas known for its clear, spring-fed flows, popular tubing and rafting, and picturesque limestone landscapes.
-
E.
Mandovi River
The Mandovi River is a major west-flowing river in western India that plays a central role in Goa’s ecology, transport, and tourism.
- 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: Frio River Triple: [Hill Country of Texas, hasRiver, Frio River]
Generated description
The Frio River is a clear, spring-fed river in Texas known for its scenic limestone banks, cool waters, and popularity for tubing, swimming, and camping.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frio River Target entity description: The Frio River is a clear, spring-fed river in Texas known for its scenic limestone banks, cool waters, and popularity for tubing, swimming, and camping.
-
A.
Llano River
The Llano River is a spring-fed river in the Texas Hill Country known for its clear waters, granite outcrops, and popular fishing and recreation opportunities.
-
B.
Devils River
Devils River is a clear, spring-fed river in southwestern Texas known for its remote, rugged setting and exceptional water quality, popular for paddling, fishing, and wildlife viewing.
-
C.
Guadalupe River
The Guadalupe River is a waterway in Northern California that flows through Santa Clara County and the city of San Jose before emptying into San Francisco Bay.
-
D.
Guadalupe River
The Guadalupe River is a scenic waterway in Texas known for its clear, spring-fed flows, popular tubing and rafting, and picturesque limestone landscapes.
-
E.
Mandovi River
The Mandovi River is a major west-flowing river in western India that plays a central role in Goa’s ecology, transport, and tourism.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb066bd6881909c8d6a6b63cb0ee5 |
completed | March 7, 2026, 4:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f0a6f588190a8a61ab47a858118 |
completed | March 12, 2026, 12:55 a.m. |
| NEDg | Description generation | batch_69b213354148819096a37df902dd2be5 |
completed | March 12, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b21399a1248190bd43594fc7de6d2a |
completed | March 12, 2026, 1:15 a.m. |
Created at: March 4, 2026, 7:33 p.m.