Triple

T21043318

Position	Surface form	Disambiguated ID	Type / Status
Subject	Manitou Springs City Council	`E518382`	entity
Predicate	subdivisionOf	`P258`	FINISHED
Object	municipal government of Manitou Springs The municipal government of Manitou Springs is the local governing body responsible for administering city services, regulations, and policies for the community of Manitou Springs, Colorado.	`E518382`	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: municipal government of Manitou Springs | Statement: [Manitou Springs City Council, subdivisionOf, municipal government of Manitou Springs]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: municipal government of Manitou Springs
Context triple: [Manitou Springs City Council, subdivisionOf, municipal government of Manitou Springs]

A. Manitou Springs City Council
Manitou Springs City Council is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing city governance in Manitou Springs, Colorado.
B. Historic Downtown Manitou Springs
Historic Downtown Manitou Springs is a charming, walkable district known for its preserved 19th-century architecture, mineral springs, local shops, and artsy, mountain-town atmosphere at the base of Pikes Peak.
C. Denver municipal government
The Denver municipal government is the local governing body responsible for administering city services, policies, and public resources for Denver, Colorado.
D. Cañon City Council
Cañon City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Cañon City, Colorado.
E. 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.
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: municipal government of Manitou Springs
Triple: [Manitou Springs City Council, subdivisionOf, municipal government of Manitou Springs]

Generated description

The municipal government of Manitou Springs is the local governing body responsible for administering city services, regulations, and policies for the community of Manitou Springs, Colorado.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: municipal government of Manitou Springs
Target entity description: The municipal government of Manitou Springs is the local governing body responsible for administering city services, regulations, and policies for the community of Manitou Springs, Colorado.

A. Manitou Springs City Council chosen
Manitou Springs City Council is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing city governance in Manitou Springs, Colorado.
B. Historic Downtown Manitou Springs
Historic Downtown Manitou Springs is a charming, walkable district known for its preserved 19th-century architecture, mineral springs, local shops, and artsy, mountain-town atmosphere at the base of Pikes Peak.
C. Denver municipal government
The Denver municipal government is the local governing body responsible for administering city services, policies, and public resources for Denver, Colorado.
D. Cañon City Council
Cañon City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Cañon City, Colorado.
E. 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.
F. None of above.

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_69e0b50438e08190917e2538bb8bc034`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e6fcf1950081908ff9fe8719e1e81b`	completed	April 21, 2026, 4:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0947532dc48190a6416b669b1b5de7`	completed	May 17, 2026, 4:42 a.m.
NEDg	Description generation	`batch_6a0949d5152081909199b93c1848cab4`	completed	May 17, 2026, 4:53 a.m.
NED2	Entity disambiguation (via description)	`batch_6a094a57117c819088cb5b7b565f4806`	completed	May 17, 2026, 4:55 a.m.

Created at: April 16, 2026, 2:19 p.m.