Triple

T5502773

Position	Surface form	Disambiguated ID	Type / Status
Subject	Iowa state highways	`E144366`	entity
Predicate	distinguishedFrom	`P1612`	FINISHED
Object	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.	`E530595`	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: Interstate Highways in Iowa | Statement: [Iowa state highways, distinguishedFrom, Interstate Highways in Iowa]

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

Target entity: Interstate Highways in Iowa
Context triple: [Iowa state highways, distinguishedFrom, Interstate Highways in Iowa]

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. 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.
C. Iowa state highways
Iowa state highways are a network of numbered primary roads managed by the state of Iowa that connect cities, towns, and counties across the state.
D. Interstate Highways in Pennsylvania
Interstate Highways in Pennsylvania are a network of federally funded, limited-access roads that facilitate high-speed travel and commerce across the state and connect it to the broader U.S. Interstate Highway System.
E. Interstate Highways in Arkansas
Interstate Highways in Arkansas are the network of federally funded, high-speed roadways that connect major cities and regions within Arkansas 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: Interstate Highways in Iowa
Triple: [Iowa state highways, distinguishedFrom, Interstate Highways in Iowa]

Generated description

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.

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

Target entity: Interstate Highways in Iowa
Target entity description: 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.

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. 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.
C. Iowa state highways
Iowa state highways are a network of numbered primary roads managed by the state of Iowa that connect cities, towns, and counties across the state.
D. Interstate Highways in Pennsylvania
Interstate Highways in Pennsylvania are a network of federally funded, limited-access roads that facilitate high-speed travel and commerce across the state and connect it to the broader U.S. Interstate Highway System.
E. Interstate Highways in Arkansas
Interstate Highways in Arkansas are the network of federally funded, high-speed roadways that connect major cities and regions within Arkansas to the broader U.S. Interstate Highway System.
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_69c008f5a2748190bce7a39aabf87a6d`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c01f0bbea48190bb6fecaee9c0b1d0`	completed	March 22, 2026, 4:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c027a67d648190ac8d097202c8ec3d`	completed	March 22, 2026, 5:32 p.m.
NEDg	Description generation	`batch_69c037b4e04881908d07e704f2a161bb`	completed	March 22, 2026, 6:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69c0384d023081909cb0d4ba4b80c07e`	completed	March 22, 2026, 6:43 p.m.

Created at: March 22, 2026, 3:32 p.m.