Triple

T8004498

Position	Surface form	Disambiguated ID	Type / Status
Subject	Otsego County, Michigan	`E186330`	entity
Predicate	contains	`P35`	FINISHED
Object	U.S. Route 27 (historic alignment) in Michigan U.S. Route 27 (historic alignment) in Michigan is a former north–south U.S. Highway corridor that once traversed the state, including Otsego County, before being largely replaced or renumbered by other routes.	`E705377`	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: U.S. Route 27 (historic alignment) in Michigan | Statement: [Otsego County, Michigan, contains, U.S. Route 27 (historic alignment) in Michigan]

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

Target entity: U.S. Route 27 (historic alignment) in Michigan
Context triple: [Otsego County, Michigan, contains, U.S. Route 27 (historic alignment) in Michigan]

A. U.S. Route 2 in Michigan
U.S. Route 2 in Michigan is a major east–west federal highway traversing the state's Upper Peninsula, connecting rural communities and serving as a key route for regional travel and commerce.
B. U.S. Route 23 in Michigan
U.S. Route 23 in Michigan is a major north–south highway that runs along the state's eastern side, connecting Ohio to the Straits of Mackinac and serving key communities along Lake Huron.
C. U.S. Route 27 in Florida
U.S. Route 27 in Florida is a major north–south highway that traverses the state’s interior, connecting South Florida to the Georgia state line while serving numerous inland cities and rural communities.
D. U.S. Route 27 in Georgia
U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
E. U.S. Route 27 Alternate
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
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: U.S. Route 27 (historic alignment) in Michigan
Triple: [Otsego County, Michigan, contains, U.S. Route 27 (historic alignment) in Michigan]

Generated description

U.S. Route 27 (historic alignment) in Michigan is a former north–south U.S. Highway corridor that once traversed the state, including Otsego County, before being largely replaced or renumbered by other routes.

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

Target entity: U.S. Route 27 (historic alignment) in Michigan
Target entity description: U.S. Route 27 (historic alignment) in Michigan is a former north–south U.S. Highway corridor that once traversed the state, including Otsego County, before being largely replaced or renumbered by other routes.

A. U.S. Route 2 in Michigan
U.S. Route 2 in Michigan is a major east–west federal highway traversing the state's Upper Peninsula, connecting rural communities and serving as a key route for regional travel and commerce.
B. U.S. Route 23 in Michigan
U.S. Route 23 in Michigan is a major north–south highway that runs along the state's eastern side, connecting Ohio to the Straits of Mackinac and serving key communities along Lake Huron.
C. U.S. Route 27 in Florida
U.S. Route 27 in Florida is a major north–south highway that traverses the state’s interior, connecting South Florida to the Georgia state line while serving numerous inland cities and rural communities.
D. U.S. Route 27 in Georgia
U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
E. U.S. Route 27 Alternate
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
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_69ca82aaaf24819084b94d18f699ba53`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3cf5fb588190ada4ec7d8087619c`	completed	March 31, 2026, 3:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cbe127afe0819092d5ad0c430fadc4`	completed	March 31, 2026, 2:58 p.m.
NEDg	Description generation	`batch_69cc46c221848190848c7e017e532a16`	completed	March 31, 2026, 10:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc480d2f40819085046a1d0c9d05e0`	completed	March 31, 2026, 10:17 p.m.

Created at: March 30, 2026, 5:18 p.m.