Triple
T9725457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goldwater Lake |
E235597
|
entity |
| Predicate | watercourse |
P415
|
FINISHED |
| Object |
Banning Creek
Banning Creek is a stream in Arizona that serves as the primary inflow to Goldwater Lake near Prescott.
|
E880183
|
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: Banning Creek | Statement: [Goldwater Lake, watercourse, Banning Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Banning Creek Context triple: [Goldwater Lake, watercourse, Banning Creek]
-
A.
Sturgeon Creek
Sturgeon Creek is a smaller waterway in the northeastern United States that feeds into the Piscataqua River, contributing to its watershed and local aquatic ecosystem.
-
B.
Swift Creek
Swift Creek is a stream in central Virginia that serves as a significant tributary within the Appomattox River watershed.
-
C.
Rush Creek
Rush Creek is a significant Sierra Nevada stream in California that flows into Mono Lake and supports important riparian and aquatic ecosystems.
-
D.
Pine Creek
Pine Creek is a smaller stream in Nevada that feeds into the Humboldt River within the Great Basin watershed.
-
E.
Willow Creek
Willow Creek is a stream in California’s Sierra Nevada region that serves as the primary outlet for Bass Lake and flows through Madera County.
- 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: Banning Creek Triple: [Goldwater Lake, watercourse, Banning Creek]
Generated description
Banning Creek is a stream in Arizona that serves as the primary inflow to Goldwater Lake near Prescott.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Banning Creek Target entity description: Banning Creek is a stream in Arizona that serves as the primary inflow to Goldwater Lake near Prescott.
-
A.
Sturgeon Creek
Sturgeon Creek is a smaller waterway in the northeastern United States that feeds into the Piscataqua River, contributing to its watershed and local aquatic ecosystem.
-
B.
Swift Creek
Swift Creek is a stream in central Virginia that serves as a significant tributary within the Appomattox River watershed.
-
C.
Rush Creek
Rush Creek is a significant Sierra Nevada stream in California that flows into Mono Lake and supports important riparian and aquatic ecosystems.
-
D.
Pine Creek
Pine Creek is a smaller stream in Nevada that feeds into the Humboldt River within the Great Basin watershed.
-
E.
Willow Creek
Willow Creek is a stream in California’s Sierra Nevada region that serves as the primary outlet for Bass Lake and flows through Madera County.
- 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9e7838448190a7b5b259765a0d95 |
completed | April 1, 2026, 10:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d99859b5cc81908475fde408802607 |
completed | April 11, 2026, 12:39 a.m. |
| NEDg | Description generation | batch_69d99e8312188190bec3090f34a7b9b9 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d99f50e0888190b8e7b2547e1526af |
completed | April 11, 2026, 1:09 a.m. |
Created at: March 30, 2026, 8:21 p.m.