Triple
T10704731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawkeye Community College |
E252371
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Cedar Valley, Iowa
Cedar Valley, Iowa is a region in northeastern Iowa centered around communities like Waterloo and Cedar Falls, known for its educational institutions, manufacturing base, and cultural amenities.
|
E881888
|
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: Cedar Valley, Iowa | Statement: [Hawkeye Community College, locatedIn, Cedar Valley, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cedar Valley, Iowa Context triple: [Hawkeye Community College, locatedIn, Cedar Valley, Iowa]
-
A.
Cedar, Iowa
Cedar, Iowa is a small unincorporated rural community located in Mahaska County in the U.S. state of Iowa.
-
B.
Riverside, Iowa
Riverside, Iowa is a small city best known as the self-proclaimed future birthplace of Star Trek’s Captain James T. Kirk.
-
C.
Rock Valley, Iowa
Rock Valley, Iowa is a small city in northwestern Iowa known for its agricultural economy and close-knit rural community.
-
D.
Wheatland, Iowa
Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
-
E.
Central City, Iowa
Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
- 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: Cedar Valley, Iowa Triple: [Hawkeye Community College, locatedIn, Cedar Valley, Iowa]
Generated description
Cedar Valley, Iowa is a region in northeastern Iowa centered around communities like Waterloo and Cedar Falls, known for its educational institutions, manufacturing base, and cultural amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cedar Valley, Iowa Target entity description: Cedar Valley, Iowa is a region in northeastern Iowa centered around communities like Waterloo and Cedar Falls, known for its educational institutions, manufacturing base, and cultural amenities.
-
A.
Cedar, Iowa
Cedar, Iowa is a small unincorporated rural community located in Mahaska County in the U.S. state of Iowa.
-
B.
Riverside, Iowa
Riverside, Iowa is a small city best known as the self-proclaimed future birthplace of Star Trek’s Captain James T. Kirk.
-
C.
Rock Valley, Iowa
Rock Valley, Iowa is a small city in northwestern Iowa known for its agricultural economy and close-knit rural community.
-
D.
Wheatland, Iowa
Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
-
E.
Central City, Iowa
Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fddeb060819094cd125a68070eb2 |
completed | April 9, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dbb703b1ec8190b11fbb381c929a90 |
completed | April 12, 2026, 3:15 p.m. |
| NEDg | Description generation | batch_69dbbbe3d9dc819088f85d41ef66ab29 |
completed | April 12, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69dbc58a5ef481908e67fff6686fb506 |
completed | April 12, 2026, 4:17 p.m. |
Created at: April 8, 2026, 9:12 p.m.