Triple
T4622710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican River |
E101022
|
entity |
| Predicate | hasMajorCityOnBank |
P7935
|
FINISHED |
| Object |
Cambridge, Nebraska
Cambridge, Nebraska is a small rural city in south-central Nebraska known for its agricultural community and location near outdoor recreation areas.
|
E460052
|
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: Cambridge, Nebraska | Statement: [Republican River, hasMajorCityOnBank, Cambridge, Nebraska]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge, Nebraska Context triple: [Republican River, hasMajorCityOnBank, Cambridge, Nebraska]
-
A.
Columbus, Nebraska
Columbus, Nebraska is a small city in eastern Nebraska known as a regional hub for manufacturing, agriculture, and transportation along the Loup River.
-
B.
Waterloo, Nebraska
Waterloo, Nebraska is a small village in eastern Nebraska located near the Platte River and within the Omaha metropolitan area.
-
C.
Fremont, Nebraska
Fremont, Nebraska is a small city in eastern Nebraska known for its agricultural roots, manufacturing industries, and proximity to the Omaha metropolitan area.
-
D.
Norfolk, Nebraska
Norfolk, Nebraska is a small city in northeastern Nebraska known as a regional hub for commerce, healthcare, and education in the surrounding rural area.
-
E.
Springfield, Nebraska
Springfield, Nebraska is a small city in eastern Nebraska that functions as part of the Omaha metropolitan area and serves as a local community hub within Sarpy 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: Cambridge, Nebraska Triple: [Republican River, hasMajorCityOnBank, Cambridge, Nebraska]
Generated description
Cambridge, Nebraska is a small rural city in south-central Nebraska known for its agricultural community and location near outdoor recreation areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge, Nebraska Target entity description: Cambridge, Nebraska is a small rural city in south-central Nebraska known for its agricultural community and location near outdoor recreation areas.
-
A.
Columbus, Nebraska
Columbus, Nebraska is a small city in eastern Nebraska known as a regional hub for manufacturing, agriculture, and transportation along the Loup River.
-
B.
Waterloo, Nebraska
Waterloo, Nebraska is a small village in eastern Nebraska located near the Platte River and within the Omaha metropolitan area.
-
C.
Fremont, Nebraska
Fremont, Nebraska is a small city in eastern Nebraska known for its agricultural roots, manufacturing industries, and proximity to the Omaha metropolitan area.
-
D.
Norfolk, Nebraska
Norfolk, Nebraska is a small city in northeastern Nebraska known as a regional hub for commerce, healthcare, and education in the surrounding rural area.
-
E.
Springfield, Nebraska
Springfield, Nebraska is a small city in eastern Nebraska that functions as part of the Omaha metropolitan area and serves as a local community hub within Sarpy 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_69bd43d0497c8190ac23c65c5804846a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a053d38819097b3ecbc06aa6e4d |
completed | March 20, 2026, 2:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be035d661c8190b4ef7d4531170f73 |
completed | March 21, 2026, 2:33 a.m. |
| NEDg | Description generation | batch_69be040a8b248190b31ac61e5b2eb1ac |
completed | March 21, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be04c76d908190becee3d88aa0e1a0 |
completed | March 21, 2026, 2:39 a.m. |
Created at: March 20, 2026, 1:12 p.m.