Triple

T5516938

Position	Surface form	Disambiguated ID	Type / Status
Subject	Essential Air Service	`E144707`	entity
Predicate	distinctFrom	`P1612`	FINISHED
Object	Small Community Air Service Development Program The Small Community Air Service Development Program is a U.S. Department of Transportation initiative that provides grants to help small communities enhance or restore commercial air service.	`E529621`	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: Small Community Air Service Development Program | Statement: [Essential Air Service, distinctFrom, Small Community Air Service Development Program]

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

Target entity: Small Community Air Service Development Program
Context triple: [Essential Air Service, distinctFrom, Small Community Air Service Development Program]

A. Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
B. Rural Area Formula Program
The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
C. Essential Air Service
Essential Air Service is a U.S. federal program that subsidizes commercial air service to small and rural communities to ensure they maintain a minimum level of scheduled air connectivity.
D. CommutAir
CommutAir is a regional airline in the United States that operates feeder flights for major carriers, primarily under the United Express brand.
E. Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
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: Small Community Air Service Development Program
Triple: [Essential Air Service, distinctFrom, Small Community Air Service Development Program]

Generated description

The Small Community Air Service Development Program is a U.S. Department of Transportation initiative that provides grants to help small communities enhance or restore commercial air service.

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

Target entity: Small Community Air Service Development Program
Target entity description: The Small Community Air Service Development Program is a U.S. Department of Transportation initiative that provides grants to help small communities enhance or restore commercial air service.

A. Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
B. Rural Area Formula Program
The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
C. Essential Air Service
Essential Air Service is a U.S. federal program that subsidizes commercial air service to small and rural communities to ensure they maintain a minimum level of scheduled air connectivity.
D. CommutAir
CommutAir is a regional airline in the United States that operates feeder flights for major carriers, primarily under the United Express brand.
E. Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
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_69c008f77ff88190b0cd50ca207295d1`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c01f5e8ce08190b7f5f2131bebcd4f`	completed	March 22, 2026, 4:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c027dd848481908052007e89c3f634`	completed	March 22, 2026, 5:33 p.m.
NEDg	Description generation	`batch_69c03847b3348190be97b7c5795df368`	completed	March 22, 2026, 6:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69c038e148a0819080a306307e60d437`	completed	March 22, 2026, 6:45 p.m.

Created at: March 22, 2026, 3:33 p.m.