Triple
T5877384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IA 38 |
E130659
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Hopkinton, Iowa
Hopkinton, Iowa is a small rural city in Delaware County known for its quiet community character and location along Iowa Highway 38 in eastern Iowa.
|
E553285
|
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: Hopkinton, Iowa | Statement: [IA 38, passesThrough, Hopkinton, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hopkinton, Iowa Context triple: [IA 38, passesThrough, Hopkinton, Iowa]
-
A.
Hartwick, Iowa
Hartwick, Iowa is a small rural city located in central Iowa within Poweshiek County.
-
B.
Hampton, Iowa
Hampton, Iowa is a small city in Franklin County known as the birthplace of Fleet Admiral William D. Leahy and for its agricultural surroundings in north-central Iowa.
-
C.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
D.
New Hampton, Iowa
New Hampton, Iowa is a small city in northeastern Iowa that serves as the administrative and commercial hub of Chickasaw County.
-
E.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie 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: Hopkinton, Iowa Triple: [IA 38, passesThrough, Hopkinton, Iowa]
Generated description
Hopkinton, Iowa is a small rural city in Delaware County known for its quiet community character and location along Iowa Highway 38 in eastern Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hopkinton, Iowa Target entity description: Hopkinton, Iowa is a small rural city in Delaware County known for its quiet community character and location along Iowa Highway 38 in eastern Iowa.
-
A.
Hartwick, Iowa
Hartwick, Iowa is a small rural city located in central Iowa within Poweshiek County.
-
B.
Hampton, Iowa
Hampton, Iowa is a small city in Franklin County known as the birthplace of Fleet Admiral William D. Leahy and for its agricultural surroundings in north-central Iowa.
-
C.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
D.
New Hampton, Iowa
New Hampton, Iowa is a small city in northeastern Iowa that serves as the administrative and commercial hub of Chickasaw County.
-
E.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie 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_69c0085523688190bfd487479ce819e6 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03630eefc8190ad1aaa1919ecf97f |
completed | March 22, 2026, 6:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b12861c081909f95f1ef6a1f457c |
completed | March 23, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69c0b299fe78819089a2ca8a1ae44329 |
completed | March 23, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b2ea7e60819099417b5acb21f8d0 |
completed | March 23, 2026, 3:26 a.m. |
Created at: March 22, 2026, 3:57 p.m.