Triple
T13173884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Three Rivers Trail (Iowa) |
E313047
|
entity |
| Predicate | passesNearCommunity |
P3945
|
FINISHED |
| Object |
Humboldt, Iowa
Humboldt, Iowa is a small city in north-central Iowa that serves as the county seat of Humboldt County and a local hub for agriculture and outdoor recreation.
|
E1055966
|
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: Humboldt, Iowa | Statement: [Three Rivers Trail (Iowa), passesNearCommunity, Humboldt, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humboldt, Iowa Context triple: [Three Rivers Trail (Iowa), passesNearCommunity, Humboldt, Iowa]
-
A.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
B.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
C.
Hamlin, Iowa
Hamlin, Iowa is a small unincorporated rural community located in Audubon County in western Iowa.
-
D.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
E.
Hamburg, Iowa
Hamburg, Iowa is a small city in southwestern Iowa known for its agricultural surroundings and location near the Missouri River and the borders of Nebraska and Missouri.
- 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: Humboldt, Iowa Triple: [Three Rivers Trail (Iowa), passesNearCommunity, Humboldt, Iowa]
Generated description
Humboldt, Iowa is a small city in north-central Iowa that serves as the county seat of Humboldt County and a local hub for agriculture and outdoor recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humboldt, Iowa Target entity description: Humboldt, Iowa is a small city in north-central Iowa that serves as the county seat of Humboldt County and a local hub for agriculture and outdoor recreation.
-
A.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
B.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
C.
Hamlin, Iowa
Hamlin, Iowa is a small unincorporated rural community located in Audubon County in western Iowa.
-
D.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
E.
Hamburg, Iowa
Hamburg, Iowa is a small city in southwestern Iowa known for its agricultural surroundings and location near the Missouri River and the borders of Nebraska and Missouri.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c303e3c819086cf0f0b6d9e61ca |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7941e0560819080eee43a9ed0e1bb |
completed | May 3, 2026, 6:29 p.m. |
| NEDg | Description generation | batch_69f798aab9c48190acaa78864e89411f |
completed | May 3, 2026, 6:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79943e4f4819098fa82cb6a32e08a |
completed | May 3, 2026, 6:51 p.m. |
Created at: April 9, 2026, 9:14 p.m.