Triple
T15673001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Le Mars Fire-Rescue Department |
E377364
|
entity |
| Predicate | operatesInJurisdiction |
P82
|
FINISHED |
| Object |
City of Le Mars, Iowa
The City of Le Mars, Iowa, is a small Midwestern community known as the "Ice Cream Capital of the World" and serves as the county seat of Plymouth County.
|
E1170931
|
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: City of Le Mars, Iowa | Statement: [Le Mars Fire-Rescue Department, operatesInJurisdiction, City of Le Mars, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Le Mars, Iowa Context triple: [Le Mars Fire-Rescue Department, operatesInJurisdiction, City of Le Mars, Iowa]
-
A.
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.
-
B.
Rockwell City, Iowa
Rockwell City, Iowa is a small city in Calhoun County known as the "Golden Buckle on the Corn Belt" and serves as the county seat in a predominantly agricultural region of north-central Iowa.
-
C.
Davis City, Iowa
Davis City, Iowa is a small rural city in southern Iowa known for its close-knit community and agricultural surroundings.
-
D.
River City, Iowa
River City, Iowa is the fictional small Midwestern town that serves as the primary backdrop for Meredith Willson’s classic musical "The Music Man."
-
E.
Lawton, Iowa
Lawton, Iowa is a small city in northwestern Iowa that functions largely as a residential community near the larger urban center of Sioux City.
- 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: City of Le Mars, Iowa Triple: [Le Mars Fire-Rescue Department, operatesInJurisdiction, City of Le Mars, Iowa]
Generated description
The City of Le Mars, Iowa, is a small Midwestern community known as the "Ice Cream Capital of the World" and serves as the county seat of Plymouth County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Le Mars, Iowa Target entity description: The City of Le Mars, Iowa, is a small Midwestern community known as the "Ice Cream Capital of the World" and serves as the county seat of Plymouth County.
-
A.
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.
-
B.
Rockwell City, Iowa
Rockwell City, Iowa is a small city in Calhoun County known as the "Golden Buckle on the Corn Belt" and serves as the county seat in a predominantly agricultural region of north-central Iowa.
-
C.
Davis City, Iowa
Davis City, Iowa is a small rural city in southern Iowa known for its close-knit community and agricultural surroundings.
-
D.
River City, Iowa
River City, Iowa is the fictional small Midwestern town that serves as the primary backdrop for Meredith Willson’s classic musical "The Music Man."
-
E.
Lawton, Iowa
Lawton, Iowa is a small city in northwestern Iowa that functions largely as a residential community near the larger urban center of Sioux City.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f13b1b08190beabc9f4098aa096 |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6edb12bc8190b2c5558190671ae5 |
completed | May 9, 2026, 5:28 p.m. |
| NEDg | Description generation | batch_69ff6fa2b0b881908fa7af973ee0bb6f |
completed | May 9, 2026, 5:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff707d1db4819097aa9402ce0abb97 |
completed | May 9, 2026, 5:35 p.m. |
Created at: April 10, 2026, 4:16 a.m.