Triple
T1617847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tyndall Air Force Base |
E34759
|
entity |
| Predicate | designatedAs |
P974
|
FINISHED |
| Object |
“Base of the Future” modernization project
The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
|
E183152
|
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: “Base of the Future” modernization project | Statement: [Tyndall Air Force Base, designatedAs, “Base of the Future” modernization project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “Base of the Future” modernization project Context triple: [Tyndall Air Force Base, designatedAs, “Base of the Future” modernization project]
-
A.
Aurora Incremental Modernization Project
The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
-
B.
Project 211
Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
-
C.
West Coast Route Modernisation
West Coast Route Modernisation was a major UK rail infrastructure programme that overhauled the West Coast Main Line to increase capacity, speed, and reliability for passenger and freight services.
-
D.
The Energy Project
The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
-
E.
Pylons Project
Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
- 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: “Base of the Future” modernization project Triple: [Tyndall Air Force Base, designatedAs, “Base of the Future” modernization project]
Generated description
The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “Base of the Future” modernization project Target entity description: The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
-
A.
Aurora Incremental Modernization Project
The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
-
B.
Project 211
Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
-
C.
West Coast Route Modernisation
West Coast Route Modernisation was a major UK rail infrastructure programme that overhauled the West Coast Main Line to increase capacity, speed, and reliability for passenger and freight services.
-
D.
The Energy Project
The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
-
E.
Pylons Project
Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909addb348190a80a97422efcaa63 |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51cf7b7c8190847ab6795fb5613b |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad52dee83c819080b58e67dcd7bb2b |
completed | March 8, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad534ab0d88190acaa8a5e66fcb0d6 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.