Triple
T18686025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plymouth County, Iowa |
E456864
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Merrill, Iowa
Merrill, Iowa is a small rural city in northwestern Iowa situated along the Floyd River in Plymouth County.
|
E1337079
|
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: Merrill, Iowa | Statement: [Plymouth County, Iowa, contains, Merrill, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Merrill, Iowa Context triple: [Plymouth County, Iowa, contains, Merrill, Iowa]
-
A.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
B.
Malvern, Iowa
Malvern, Iowa is a small rural city in southwestern Iowa known for its historic downtown, community events, and role as a local agricultural and residential hub.
-
C.
Melvin, Iowa
Melvin, Iowa is a small rural city located in northwestern Iowa within Osceola County.
-
D.
Milford, Iowa
Milford, Iowa is a small city in northwestern Iowa known as the "Gateway to the Iowa Great Lakes," serving as a local hub near the popular Okoboji vacation area.
-
E.
Bremer, Iowa
Bremer, Iowa is a small unincorporated rural community located within Bremer County in the northeastern part of the state.
- 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: Merrill, Iowa Triple: [Plymouth County, Iowa, contains, Merrill, Iowa]
Generated description
Merrill, Iowa is a small rural city in northwestern Iowa situated along the Floyd River in Plymouth County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Merrill, Iowa Target entity description: Merrill, Iowa is a small rural city in northwestern Iowa situated along the Floyd River in Plymouth County.
-
A.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
B.
Malvern, Iowa
Malvern, Iowa is a small rural city in southwestern Iowa known for its historic downtown, community events, and role as a local agricultural and residential hub.
-
C.
Melvin, Iowa
Melvin, Iowa is a small rural city located in northwestern Iowa within Osceola County.
-
D.
Milford, Iowa
Milford, Iowa is a small city in northwestern Iowa known as the "Gateway to the Iowa Great Lakes," serving as a local hub near the popular Okoboji vacation area.
-
E.
Bremer, Iowa
Bremer, Iowa is a small unincorporated rural community located within Bremer County in the northeastern part of the state.
- 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_69d8d391eb488190ac2e9abf5bf255e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55b2c58188190b906c9ab080a76ff |
completed | April 19, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05235a0d488190a3a5d01822f45e08 |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a05248c12d88190abb947a37b7d180c |
completed | May 14, 2026, 1:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052523e1588190a365dc093d8352a1 |
completed | May 14, 2026, 1:28 a.m. |
Created at: April 10, 2026, 11:49 a.m.