Triple
T20895086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balcones Escarpment |
E514510
|
entity |
| Predicate | ecosystemTransitionBetween |
P12327
|
FINISHED |
| Object | Edwards Plateau ecoregion |
—
|
NE NERFINISHED |
How this triple was built (3 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: Edwards Plateau ecoregion | Statement: [Balcones Escarpment, ecosystemTransitionBetween, Edwards Plateau ecoregion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edwards Plateau ecoregion Context triple: [Balcones Escarpment, ecosystemTransitionBetween, Edwards Plateau ecoregion]
-
A.
Hill Country of Texas
chosen
The Hill Country of Texas is a scenic, hilly region in Central Texas known for its rugged limestone landscapes, spring-fed rivers, and vibrant wildflower displays, especially bluebonnets.
-
B.
Arbuckle region
The Arbuckle region is a geologically significant area in southern Oklahoma known for its ancient uplifted mountains, rugged limestone formations, and rich fossil and mineral resources.
-
C.
Big Bend region
The Big Bend region is a sparsely populated, largely rural coastal area of northern Florida known for its marshes, forests, and relatively undeveloped Gulf shoreline.
-
D.
Concho Valley region
The Concho Valley region is an area of West Texas centered around San Angelo, known for its ranching heritage, oil and gas production, and role as a regional hub for commerce and culture.
-
E.
Central Texas Plains ecoregion
The Central Texas Plains ecoregion is a transitional landscape of rolling prairies, woodlands, and rivers in central Texas, known for its diverse wildlife and mix of eastern forests and western grasslands.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ecosystemTransitionBetween Context triple: [Balcones Escarpment, ecosystemTransitionBetween, Edwards Plateau ecoregion]
-
A.
biomeTransitionTo
Indicates a change from one biome type to another, marking where or how one ecological region transitions into a different one.
-
B.
hasEcosystemChange
Indicates that an entity experiences, causes, or is associated with a modification or shift in an ecosystem’s structure, function, or composition.
-
C.
formsEcotoneBetween
chosen
Indicates that one entity creates or constitutes a transitional boundary zone (ecotone) between two distinct ecological or environmental communities.
-
D.
ecosystemReconstruction
Indicates the process of restoring or recreating an ecosystem’s structure, function, and components, often after disturbance or degradation.
-
E.
ecosystemRepresentation
Indicates that one entity serves as a model, depiction, or abstraction of an ecosystem, capturing its components, structure, or dynamics.
- F. None of above.
Provenance (3 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_69e0b4f7ebe48190952a85547a0f31a1 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6d06129788190b88ab807af4641c1 |
completed | April 21, 2026, 1:18 a.m. |
| PD | Predicate disambiguation | batch_69e5c9ac91108190a6700fcdf2f11890 |
completed | April 20, 2026, 6:37 a.m. |
Created at: April 16, 2026, 12:47 p.m.