Triple
T21428134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Stallworth |
E528614
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Colorado Springs Police Department
The Colorado Springs Police Department is the municipal law enforcement agency serving the city of Colorado Springs, Colorado.
|
E1484102
|
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: Colorado Springs Police Department | Statement: [Ron Stallworth, employer, Colorado Springs Police Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colorado Springs Police Department Context triple: [Ron Stallworth, employer, Colorado Springs Police Department]
-
A.
Colorado City Marshal’s Office
The Colorado City Marshal’s Office is the local law enforcement agency responsible for policing and public safety in Colorado City, Arizona.
-
B.
Colorado Springs Division
The Colorado Springs Division is a regional branch of the United States District Court for the District of Colorado that handles federal cases arising from the Colorado Springs area and surrounding counties.
-
C.
Santa Fe Police Department
The Santa Fe Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city limits of Santa Fe, Texas.
-
D.
Colorado Springs Parks, Recreation and Cultural Services
Colorado Springs Parks, Recreation and Cultural Services is the municipal department responsible for managing the city’s parks, open spaces, trails, and cultural facilities in Colorado Springs, Colorado.
-
E.
Colorado Springs, Colorado
Colorado Springs, Colorado is a major U.S. city known for its proximity to the Rocky Mountains and Pikes Peak, as well as being a national hub for Olympic and elite sports organizations.
- 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: Colorado Springs Police Department Triple: [Ron Stallworth, employer, Colorado Springs Police Department]
Generated description
The Colorado Springs Police Department is the municipal law enforcement agency serving the city of Colorado Springs, Colorado.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colorado Springs Police Department Target entity description: The Colorado Springs Police Department is the municipal law enforcement agency serving the city of Colorado Springs, Colorado.
-
A.
Colorado City Marshal’s Office
The Colorado City Marshal’s Office is the local law enforcement agency responsible for policing and public safety in Colorado City, Arizona.
-
B.
Colorado Springs Division
The Colorado Springs Division is a regional branch of the United States District Court for the District of Colorado that handles federal cases arising from the Colorado Springs area and surrounding counties.
-
C.
Santa Fe Police Department
The Santa Fe Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city limits of Santa Fe, Texas.
-
D.
Colorado Springs Parks, Recreation and Cultural Services
Colorado Springs Parks, Recreation and Cultural Services is the municipal department responsible for managing the city’s parks, open spaces, trails, and cultural facilities in Colorado Springs, Colorado.
-
E.
Colorado Springs, Colorado
Colorado Springs, Colorado is a major U.S. city known for its proximity to the Rocky Mountains and Pikes Peak, as well as being a national hub for Olympic and elite sports organizations.
- 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_69e0c455f3688190810bc96365791b0f |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b3e74bcc81909ad66e3c59152ffc |
completed | April 22, 2026, 11:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c2aa56b081909ddfc07b7b5fd60e |
completed | May 17, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_6a09c3a036408190a759223303268183 |
completed | May 17, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09c49aa5b881908ac2e920684a9fa2 |
completed | May 17, 2026, 1:37 p.m. |
Created at: April 16, 2026, 5:49 p.m.