Triple

T6864980

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lockheed Skunk Works	`E158378`	entity
Predicate	officialName	`P66`	FINISHED
Object	Advanced Development Programs Advanced Development Programs is the formal name for Lockheed Martin’s Skunk Works, the renowned division responsible for pioneering highly classified and innovative military aircraft and aerospace technologies.	`E623324`	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: Advanced Development Programs | Statement: [Lockheed Skunk Works, officialName, Advanced Development Programs]

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

Target entity: Advanced Development Programs
Context triple: [Lockheed Skunk Works, officialName, Advanced Development Programs]

A. Advanced Training Lab
Advanced Training Lab is an interactive, space-themed post-show attraction at EPCOT’s Mission: SPACE where guests can engage in astronaut-style training games and simulations.
B. Advanced Individual Training
Advanced Individual Training is the U.S. Army’s job-specific schooling where soldiers learn the technical skills and duties of their assigned Military Occupational Specialty after completing Basic Combat Training.
C. Specialized Training Program
The Specialized Training Program is an advanced professional course designed to prepare newly inducted civil servants in Pakistan with the skills and knowledge required for their specific occupational groups and service roles.
D. Professional Development Programs
Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.
E. Intern Development Program
The Intern Development Program was the former name of the National Council of Architectural Registration Boards’ structured training and experience program for aspiring architects pursuing professional licensure.
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: Advanced Development Programs
Triple: [Lockheed Skunk Works, officialName, Advanced Development Programs]

Generated description

Advanced Development Programs is the formal name for Lockheed Martin’s Skunk Works, the renowned division responsible for pioneering highly classified and innovative military aircraft and aerospace technologies.

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

Target entity: Advanced Development Programs
Target entity description: Advanced Development Programs is the formal name for Lockheed Martin’s Skunk Works, the renowned division responsible for pioneering highly classified and innovative military aircraft and aerospace technologies.

A. Advanced Training Lab
Advanced Training Lab is an interactive, space-themed post-show attraction at EPCOT’s Mission: SPACE where guests can engage in astronaut-style training games and simulations.
B. Advanced Individual Training
Advanced Individual Training is the U.S. Army’s job-specific schooling where soldiers learn the technical skills and duties of their assigned Military Occupational Specialty after completing Basic Combat Training.
C. Specialized Training Program
The Specialized Training Program is an advanced professional course designed to prepare newly inducted civil servants in Pakistan with the skills and knowledge required for their specific occupational groups and service roles.
D. Professional Development Programs
Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.
E. Intern Development Program
The Intern Development Program was the former name of the National Council of Architectural Registration Boards’ structured training and experience program for aspiring architects pursuing professional licensure.
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_69c68831e3648190a643c328122e4d43`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d88af6d88190ac9faa32fa1bfa0e`	completed	March 27, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c72ff153d48190a4b0d4e403457fe8`	completed	March 28, 2026, 1:33 a.m.
NEDg	Description generation	`batch_69c730e882308190a3fbc61245941338`	completed	March 28, 2026, 1:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7316a9cc081908c088725cb7626e8`	completed	March 28, 2026, 1:39 a.m.

Created at: March 27, 2026, 2:21 p.m.