Triple
T9546183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clarence Johnson |
E230292
|
entity |
| Predicate | notableConcept |
P201
|
FINISHED |
| Object |
Skunk Works rapid development model
The Skunk Works rapid development model is an innovative aerospace engineering and project management approach that emphasizes small, highly skilled teams, streamlined processes, and fast, secretive development cycles to deliver advanced technologies quickly.
|
E805238
|
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: Skunk Works rapid development model | Statement: [Clarence Johnson, notableConcept, Skunk Works rapid development model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skunk Works rapid development model Context triple: [Clarence Johnson, notableConcept, Skunk Works rapid development model]
-
A.
Lockheed A-12 program
The Lockheed A-12 program was a top-secret CIA reconnaissance aircraft development effort in the early 1960s that pioneered the high-speed, high-altitude stealth technologies later refined in the SR-71 Blackbird.
-
B.
Joint concept development and experimentation
Joint concept development and experimentation is a U.S. military process for creating, testing, and refining new joint operational concepts to improve the effectiveness and integration of forces across services.
-
C.
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.
-
D.
U.S. defense acquisition system
The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
-
E.
Business @ the Speed of Thought
Business @ the Speed of Thought is a business and technology book by Bill Gates that explores how digital systems and information networks can transform organizations and decision-making.
- 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: Skunk Works rapid development model Triple: [Clarence Johnson, notableConcept, Skunk Works rapid development model]
Generated description
The Skunk Works rapid development model is an innovative aerospace engineering and project management approach that emphasizes small, highly skilled teams, streamlined processes, and fast, secretive development cycles to deliver advanced technologies quickly.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skunk Works rapid development model Target entity description: The Skunk Works rapid development model is an innovative aerospace engineering and project management approach that emphasizes small, highly skilled teams, streamlined processes, and fast, secretive development cycles to deliver advanced technologies quickly.
-
A.
Lockheed A-12 program
The Lockheed A-12 program was a top-secret CIA reconnaissance aircraft development effort in the early 1960s that pioneered the high-speed, high-altitude stealth technologies later refined in the SR-71 Blackbird.
-
B.
Joint concept development and experimentation
Joint concept development and experimentation is a U.S. military process for creating, testing, and refining new joint operational concepts to improve the effectiveness and integration of forces across services.
-
C.
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.
-
D.
U.S. defense acquisition system
The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
-
E.
Business @ the Speed of Thought
Business @ the Speed of Thought is a business and technology book by Bill Gates that explores how digital systems and information networks can transform organizations and decision-making.
- 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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9902fca081909125660ae6336d3f |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c747e608190b2fa470324fff454 |
completed | April 4, 2026, 5:37 p.m. |
| NEDg | Description generation | batch_69d14cfcfc6c8190a39f4db25ffa160e |
completed | April 4, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14d5dad98819089c49afd3d097c1f |
completed | April 4, 2026, 5:41 p.m. |
Created at: March 30, 2026, 8:02 p.m.