Triple
T1662223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon River |
E35933
|
entity |
| Predicate | hasTributary |
P415
|
FINISHED |
| Object |
Bigelow Creek
Bigelow Creek is a smaller stream in Michigan that feeds into the Muskegon River and supports local freshwater ecosystems and recreation.
|
E372323
|
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: Bigelow Creek | Statement: [Muskegon River, hasTributary, Bigelow Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bigelow Creek Context triple: [Muskegon River, hasTributary, Bigelow Creek]
-
A.
Big Creek
Big Creek is a stream in Kansas that flows through Ellis and serves as a local natural waterway in the region.
-
B.
Hannibal Creek
Hannibal Creek is a waterway after which the city of Hannibal, Missouri, is named.
-
C.
Lytle Creek
Lytle Creek is a mountain stream and unincorporated community area in the San Gabriel Mountains of Southern California, known for its scenic canyon, outdoor recreation, and historic settlements.
-
D.
Cascadilla Creek
Cascadilla Creek is a small stream in Ithaca, New York, that flows through the scenic Cascadilla Gorge with numerous waterfalls and cascades before emptying into Cayuga Lake.
-
E.
Brooks Creek
Brooks Creek is a smaller stream in Michigan that feeds into the Muskegon River as one of its tributaries.
- 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: Bigelow Creek Triple: [Muskegon River, hasTributary, Bigelow Creek]
Generated description
Bigelow Creek is a smaller stream in Michigan that feeds into the Muskegon River and supports local freshwater ecosystems and recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bigelow Creek Target entity description: Bigelow Creek is a smaller stream in Michigan that feeds into the Muskegon River and supports local freshwater ecosystems and recreation.
-
A.
Big Creek
Big Creek is a stream in Kansas that flows through Ellis and serves as a local natural waterway in the region.
-
B.
Hannibal Creek
Hannibal Creek is a waterway after which the city of Hannibal, Missouri, is named.
-
C.
Lytle Creek
Lytle Creek is a mountain stream and unincorporated community area in the San Gabriel Mountains of Southern California, known for its scenic canyon, outdoor recreation, and historic settlements.
-
D.
Cascadilla Creek
Cascadilla Creek is a small stream in Ithaca, New York, that flows through the scenic Cascadilla Gorge with numerous waterfalls and cascades before emptying into Cayuga Lake.
-
E.
Brooks Creek
Brooks Creek is a smaller stream in Michigan that feeds into the Muskegon River as one of its tributaries.
- 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90ab3bd7081908d15d772b10aebbe |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4029cfa148190baad6968cf6dad3a |
completed | March 13, 2026, 12:27 p.m. |
| NEDg | Description generation | batch_69b40da9e4808190a01d7305d4fdb7f3 |
completed | March 13, 2026, 1:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b42d8084c88190a2aae4a883d050a0 |
completed | March 13, 2026, 3:30 p.m. |
Created at: March 4, 2026, 7:29 p.m.