Triple

T5669857

Position	Surface form	Disambiguated ID	Type / Status
Subject	Illinois Route 47	`E124946`	entity
Predicate	hasJunctionWith	`P1018`	FINISHED
Object	U.S. highways in Illinois U.S. highways in Illinois are a network of federally designated routes that provide major intercity and interstate connections across the state, linking Illinois communities to each other and to the broader national highway system.	`E535669`	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. highways in Illinois | Statement: [Illinois Route 47, hasJunctionWith, U.S. highways in Illinois]

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

Target entity: U.S. highways in Illinois
Context triple: [Illinois Route 47, hasJunctionWith, U.S. highways in Illinois]

A. Interstate Highways in Illinois
Interstate Highways in Illinois are a network of federally funded, high-speed roadways that connect major cities and regions within Illinois to the broader U.S. Interstate Highway System.
B. Illinois state highway system
The Illinois state highway system is a network of state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Illinois.
C. Interstate Highways in Iowa
Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
D. U.S. Highways in Missouri
U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, and neighboring states.
E. Interstate Highways in Indiana
Interstate Highways in Indiana are a network of federally funded, high-speed roadways that connect major cities and regions within Indiana to the broader U.S. Interstate Highway System.
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. highways in Illinois
Triple: [Illinois Route 47, hasJunctionWith, U.S. highways in Illinois]

Generated description

U.S. highways in Illinois are a network of federally designated routes that provide major intercity and interstate connections across the state, linking Illinois communities to each other and to the broader national highway system.

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

Target entity: U.S. highways in Illinois
Target entity description: U.S. highways in Illinois are a network of federally designated routes that provide major intercity and interstate connections across the state, linking Illinois communities to each other and to the broader national highway system.

A. Interstate Highways in Illinois
Interstate Highways in Illinois are a network of federally funded, high-speed roadways that connect major cities and regions within Illinois to the broader U.S. Interstate Highway System.
B. Illinois state highway system
The Illinois state highway system is a network of state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Illinois.
C. U.S. Highways in Iowa
U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
D. Interstate Highways in Iowa
Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
E. U.S. Highways in Missouri
U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, 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_69c00828906881908966f270b8f130cf`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0234891d48190bf662f38ef84d4f3`	completed	March 22, 2026, 5:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c04db2c07c8190a3ee489146951d2d`	completed	March 22, 2026, 8:14 p.m.
NEDg	Description generation	`batch_69c04ee03d1c819096a5acf0358165c1`	completed	March 22, 2026, 8:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69c04ffb0fb8819080dff2a9ec6eacb4`	completed	March 22, 2026, 8:24 p.m.

Created at: March 22, 2026, 3:43 p.m.