Triple

T1111035

Position	Surface form	Disambiguated ID	Type / Status
Subject	Interstate 20	`E25596`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Mississippi Department of Transportation The Mississippi Department of Transportation is the state government agency responsible for planning, building, and maintaining Mississippi’s highway and transportation infrastructure.	`E130883`	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: Mississippi Department of Transportation | Statement: [Interstate 20, maintainedBy, Mississippi Department of Transportation]

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

Target entity: Mississippi Department of Transportation
Context triple: [Interstate 20, maintainedBy, Mississippi Department of Transportation]

A. Missouri Department of Transportation
The Missouri Department of Transportation is the state government agency responsible for planning, building, and maintaining Missouri’s highway and transportation infrastructure.
B. Arkansas Department of Transportation
The Arkansas Department of Transportation is the state government agency responsible for planning, building, and maintaining Arkansas’s highway and transportation infrastructure.
C. Alabama Department of Transportation
The Alabama Department of Transportation is the state government agency responsible for planning, building, and maintaining Alabama’s highway and transportation infrastructure.
D. Louisiana Department of Transportation and Development
The Louisiana Department of Transportation and Development is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure, including highways, bridges, and related public works.
E. Oklahoma Department of Transportation
The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
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: Mississippi Department of Transportation
Triple: [Interstate 20, maintainedBy, Mississippi Department of Transportation]

Generated description

The Mississippi Department of Transportation is the state government agency responsible for planning, building, and maintaining Mississippi’s highway and transportation infrastructure.

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

Target entity: Mississippi Department of Transportation
Target entity description: The Mississippi Department of Transportation is the state government agency responsible for planning, building, and maintaining Mississippi’s highway and transportation infrastructure.

A. Missouri Department of Transportation
The Missouri Department of Transportation is the state government agency responsible for planning, building, and maintaining Missouri’s highway and transportation infrastructure.
B. Arkansas Department of Transportation
The Arkansas Department of Transportation is the state government agency responsible for planning, building, and maintaining Arkansas’s highway and transportation infrastructure.
C. Alabama Department of Transportation
The Alabama Department of Transportation is the state government agency responsible for planning, building, and maintaining Alabama’s highway and transportation infrastructure.
D. Louisiana Department of Transportation and Development
The Louisiana Department of Transportation and Development is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure, including highways, bridges, and related public works.
E. Oklahoma Department of Transportation
The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
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_69a49428d4448190b3b36991ceae87ce`	completed	March 1, 2026, 7:31 p.m.
NER	Named-entity recognition	`batch_69a4bb7742788190b320aec99e76ca41`	completed	March 1, 2026, 10:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac59a221888190a3ffdb713e7cd143`	completed	March 7, 2026, 5 p.m.
NEDg	Description generation	`batch_69ac5a38ebb0819091cb81e23770ae50`	completed	March 7, 2026, 5:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac5aa2ad188190b4c6a29e3c2c8d79`	completed	March 7, 2026, 5:04 p.m.

Created at: March 1, 2026, 7:43 p.m.