Triple

T2876329

Position	Surface form	Disambiguated ID	Type / Status
Subject	Flagstaff	`E56886`	entity
Predicate	near	`P350`	FINISHED
Object	Walnut Canyon National Monument Walnut Canyon National Monument is a protected archaeological and natural area in northern Arizona known for its ancient Sinagua cliff dwellings set along a steep, scenic canyon.	`E306345`	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: Walnut Canyon National Monument | Statement: [Flagstaff, near, Walnut Canyon National Monument]

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

Target entity: Walnut Canyon National Monument
Context triple: [Flagstaff, near, Walnut Canyon National Monument]

A. Canyon de Chelly National Monument
Canyon de Chelly National Monument is a scenic and culturally significant canyon complex in northeastern Arizona known for its dramatic sandstone cliffs, ancient Ancestral Puebloan ruins, and longstanding Navajo presence.
B. Hovenweep National Monument
Hovenweep National Monument is a U.S. National Monument known for its well-preserved ancestral Puebloan ruins and stone towers scattered across remote canyons and mesas in the American Southwest.
C. Red Rock Canyon National Conservation Area
Red Rock Canyon National Conservation Area is a protected region near Las Vegas known for its striking red sandstone cliffs, desert landscapes, and popular hiking and rock climbing opportunities.
D. Grand Staircase–Escalante National Monument
Grand Staircase–Escalante National Monument is a vast protected landscape in southern Utah known for its dramatic canyons, plateaus, unique rock formations, and rich paleontological and archaeological resources.
E. Glen Canyon National Recreation Area
Glen Canyon National Recreation Area is a vast protected landscape in the American Southwest known for Lake Powell, dramatic desert canyons, and extensive opportunities for boating, hiking, and other outdoor recreation.
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: Walnut Canyon National Monument
Triple: [Flagstaff, near, Walnut Canyon National Monument]

Generated description

Walnut Canyon National Monument is a protected archaeological and natural area in northern Arizona known for its ancient Sinagua cliff dwellings set along a steep, scenic canyon.

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

Target entity: Walnut Canyon National Monument
Target entity description: Walnut Canyon National Monument is a protected archaeological and natural area in northern Arizona known for its ancient Sinagua cliff dwellings set along a steep, scenic canyon.

A. Canyon de Chelly National Monument
Canyon de Chelly National Monument is a scenic and culturally significant canyon complex in northeastern Arizona known for its dramatic sandstone cliffs, ancient Ancestral Puebloan ruins, and longstanding Navajo presence.
B. Hovenweep National Monument
Hovenweep National Monument is a U.S. National Monument known for its well-preserved ancestral Puebloan ruins and stone towers scattered across remote canyons and mesas in the American Southwest.
C. Red Rock Canyon National Conservation Area
Red Rock Canyon National Conservation Area is a protected region near Las Vegas known for its striking red sandstone cliffs, desert landscapes, and popular hiking and rock climbing opportunities.
D. Grand Staircase–Escalante National Monument
Grand Staircase–Escalante National Monument is a vast protected landscape in southern Utah known for its dramatic canyons, plateaus, unique rock formations, and rich paleontological and archaeological resources.
E. Glen Canyon National Recreation Area
Glen Canyon National Recreation Area is a vast protected landscape in the American Southwest known for Lake Powell, dramatic desert canyons, and extensive opportunities for boating, hiking, and other outdoor recreation.
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_69ab4a4ced288190ab6d3e062d10f7f6`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abe0061d048190bb1e5a01e7ceb0e2`	completed	March 7, 2026, 8:21 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b01dbb28588190ba2daae192744908`	completed	March 10, 2026, 1:33 p.m.
NEDg	Description generation	`batch_69b020a6f0a48190b89b0f0f63b0a6ce`	completed	March 10, 2026, 1:46 p.m.
NED2	Entity disambiguation (via description)	`batch_69b0216e565c819095b849d072813029`	completed	March 10, 2026, 1:49 p.m.

Created at: March 6, 2026, 10:03 p.m.