Triple

T18004063

Position	Surface form	Disambiguated ID	Type / Status
Subject	Future Vertical Lift	`E430698`	entity
Predicate	includesProgram	`P1393`	FINISHED
Object	Improved Turbine Engine Program The Improved Turbine Engine Program is a U.S. Army initiative to develop a more powerful, fuel-efficient, and reliable turboshaft engine for next-generation and upgraded military helicopters.	`E1300332`	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: Improved Turbine Engine Program | Statement: [Future Vertical Lift, includesProgram, Improved Turbine Engine Program]

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

Target entity: Improved Turbine Engine Program
Context triple: [Future Vertical Lift, includesProgram, Improved Turbine Engine Program]

A. The Reactive Engine
The Reactive Engine is an early conceptual work by Alan Kay that laid foundational ideas for personal computing and interactive, object-oriented systems, later influencing the Dynabook vision.
B. Reliability Enhancement and Re-engining Program
The Reliability Enhancement and Re-engining Program is a major U.S. Air Force initiative to upgrade and extend the service life of C-5 Galaxy transport aircraft by improving their engines, systems, and overall performance.
C. Whirlfire Turbo-Power gas turbine
The Whirlfire Turbo-Power gas turbine is an experimental jet-style automotive powerplant developed by General Motors for its futuristic Firebird concept cars in the 1950s.
D. Industria de Turbo Propulsores
Industria de Turbo Propulsores is a Spanish aerospace company specializing in the design, manufacture, and maintenance of aircraft and industrial gas turbine engines.
E. Prisma project at Pratt & Whitney
The Prisma project at Pratt & Whitney is an internal initiative focused on testing and validating advanced database technologies and deployment strategies within the company’s engineering and operational systems.
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: Improved Turbine Engine Program
Triple: [Future Vertical Lift, includesProgram, Improved Turbine Engine Program]

Generated description

The Improved Turbine Engine Program is a U.S. Army initiative to develop a more powerful, fuel-efficient, and reliable turboshaft engine for next-generation and upgraded military helicopters.

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

Target entity: Improved Turbine Engine Program
Target entity description: The Improved Turbine Engine Program is a U.S. Army initiative to develop a more powerful, fuel-efficient, and reliable turboshaft engine for next-generation and upgraded military helicopters.

A. The Reactive Engine
The Reactive Engine is an early conceptual work by Alan Kay that laid foundational ideas for personal computing and interactive, object-oriented systems, later influencing the Dynabook vision.
B. Reliability Enhancement and Re-engining Program
The Reliability Enhancement and Re-engining Program is a major U.S. Air Force initiative to upgrade and extend the service life of C-5 Galaxy transport aircraft by improving their engines, systems, and overall performance.
C. Whirlfire Turbo-Power gas turbine
The Whirlfire Turbo-Power gas turbine is an experimental jet-style automotive powerplant developed by General Motors for its futuristic Firebird concept cars in the 1950s.
D. Industria de Turbo Propulsores
Industria de Turbo Propulsores is a Spanish aerospace company specializing in the design, manufacture, and maintenance of aircraft and industrial gas turbine engines.
E. Prisma project at Pratt & Whitney
The Prisma project at Pratt & Whitney is an internal initiative focused on testing and validating advanced database technologies and deployment strategies within the company’s engineering and operational systems.
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_69d8b904530081908bf341d842464856`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4b3eb1f748190904c8894d22cf85f`	completed	April 19, 2026, 10:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0337b6b7e48190a649dda888450b2d`	completed	May 12, 2026, 2:22 p.m.
NEDg	Description generation	`batch_6a033ca755e08190aa5003164b49f196`	completed	May 12, 2026, 2:43 p.m.
NED2	Entity disambiguation (via description)	`batch_6a033d7a601c8190a4746adfdfffbca8`	completed	May 12, 2026, 2:47 p.m.

Created at: April 10, 2026, 10:23 a.m.