Triple
T650608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CP-140 Aurora |
E11337
|
entity |
| Predicate | modernizationProgram |
P4337
|
FINISHED |
| Object |
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.
|
E81569
|
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: Aurora Incremental Modernization Project | Statement: [CP-140 Aurora, modernizationProgram, Aurora Incremental Modernization Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aurora Incremental Modernization Project Context triple: [CP-140 Aurora, modernizationProgram, Aurora Incremental Modernization Project]
-
A.
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.
-
B.
VC-25B Presidential Aircraft Recapitalization program
The VC-25B Presidential Aircraft Recapitalization program is the U.S. Air Force initiative to design, modify, and field the next generation of highly secure, long-range aircraft that will serve as the primary presidential transport.
-
C.
Hanford Mission Integration Solutions
Hanford Mission Integration Solutions is a U.S. Department of Energy contractor responsible for managing and integrating key support and infrastructure services for the environmental cleanup of the Hanford nuclear site in Washington State.
-
D.
Phalanx CIWS (modernization era)
The Phalanx CIWS (modernization era) is an upgraded close-in weapon system featuring improved radar, tracking, and engagement capabilities to defend ships like the USS Missouri against incoming missiles and aircraft.
-
E.
X-10 Project
The X-10 Project was an early Manhattan Project initiative that built and operated one of the first large-scale nuclear reactors at Oak Ridge, Tennessee, to produce plutonium for atomic research and weapon development.
- 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: Aurora Incremental Modernization Project Triple: [CP-140 Aurora, modernizationProgram, Aurora Incremental Modernization Project]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aurora Incremental Modernization Project Target entity description: 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.
-
A.
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.
-
B.
VC-25B Presidential Aircraft Recapitalization program
The VC-25B Presidential Aircraft Recapitalization program is the U.S. Air Force initiative to design, modify, and field the next generation of highly secure, long-range aircraft that will serve as the primary presidential transport.
-
C.
Hanford Mission Integration Solutions
Hanford Mission Integration Solutions is a U.S. Department of Energy contractor responsible for managing and integrating key support and infrastructure services for the environmental cleanup of the Hanford nuclear site in Washington State.
-
D.
Phalanx CIWS (modernization era)
The Phalanx CIWS (modernization era) is an upgraded close-in weapon system featuring improved radar, tracking, and engagement capabilities to defend ships like the USS Missouri against incoming missiles and aircraft.
-
E.
X-10 Project
The X-10 Project was an early Manhattan Project initiative that built and operated one of the first large-scale nuclear reactors at Oak Ridge, Tennessee, to produce plutonium for atomic research and weapon development.
- 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_69a493266a2881909daf4c40f719dee8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49f33b6d881908b6662b73d6fe833 |
completed | March 1, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a58a716de88190854e13fb5143b9b3 |
completed | March 2, 2026, 1:02 p.m. |
| NEDg | Description generation | batch_69a58f0211cc81908da2813dd0c01be7 |
completed | March 2, 2026, 1:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a58f58dfa88190a29ba56270267d05 |
completed | March 2, 2026, 1:23 p.m. |
Created at: March 1, 2026, 7:36 p.m.