Triple
T16815035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Iowa |
E408720
|
entity |
| Predicate | primaryLawEnforcement |
P13246
|
FINISHED |
| Object |
Marshall County Sheriff’s Office
The Marshall County Sheriff’s Office is the county-level law enforcement agency responsible for policing, jail operations, and related public safety services in Marshall County, Iowa.
|
E1234626
|
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: Marshall County Sheriff’s Office | Statement: [Marshall County, Iowa, primaryLawEnforcement, Marshall County Sheriff’s Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall County Sheriff’s Office Context triple: [Marshall County, Iowa, primaryLawEnforcement, Marshall County Sheriff’s Office]
-
A.
Marion County Sheriff’s Office
The Marion County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Marion County, Florida.
-
B.
Marion County Sheriff’s Office
The Marion County Sheriff’s Office is the primary law enforcement agency responsible for public safety, criminal investigations, and court-related services within Marion County, Kentucky.
-
C.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, court security, and related public safety services in Madison County, Kentucky.
-
D.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary law enforcement agency responsible for policing, corrections, and public safety services in Madison County, Alabama.
-
E.
Washington County Sheriff’s Office
The Washington County Sheriff’s Office is the primary county-level law enforcement agency serving communities throughout Washington County, Utah.
- 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: Marshall County Sheriff’s Office Triple: [Marshall County, Iowa, primaryLawEnforcement, Marshall County Sheriff’s Office]
Generated description
The Marshall County Sheriff’s Office is the county-level law enforcement agency responsible for policing, jail operations, and related public safety services in Marshall County, Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall County Sheriff’s Office Target entity description: The Marshall County Sheriff’s Office is the county-level law enforcement agency responsible for policing, jail operations, and related public safety services in Marshall County, Iowa.
-
A.
Marion County Sheriff’s Office
The Marion County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Marion County, Florida.
-
B.
Marion County Sheriff’s Office
The Marion County Sheriff’s Office is the primary law enforcement agency responsible for public safety, criminal investigations, and court-related services within Marion County, Kentucky.
-
C.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, court security, and related public safety services in Madison County, Kentucky.
-
D.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary law enforcement agency responsible for policing, corrections, and public safety services in Madison County, Alabama.
-
E.
Washington County Sheriff’s Office
The Washington County Sheriff’s Office is the primary county-level law enforcement agency serving communities throughout Washington County, Utah.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e0e05081908bd5eaa64abe133d |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b2946ddc81908b1e7c662dc943ff |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3aafac08190b3e0181780f45392 |
completed | May 10, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b46ab0608190bc59abb99842e6d4 |
completed | May 10, 2026, 4:38 p.m. |
Created at: April 10, 2026, 5:23 a.m.