Triple
T146096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lifelong Learning Machines program |
E3332
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
DARPA AI Next campaign
The DARPA AI Next campaign is a U.S. defense research initiative aimed at advancing the next generation of artificial intelligence technologies that are more adaptive, resilient, and capable of continual learning.
|
E3332
|
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: DARPA AI Next campaign | Statement: [Lifelong Learning Machines program, relatedTo, DARPA AI Next campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DARPA AI Next campaign Context triple: [Lifelong Learning Machines program, relatedTo, DARPA AI Next campaign]
-
A.
DARPA Grand Challenge
The DARPA Grand Challenge was a series of autonomous vehicle competitions in the 2000s that catalyzed major advances in self-driving car technology and robotics research.
-
B.
Advanced Research Projects Agency Network
The Advanced Research Projects Agency Network (ARPANET) was the pioneering U.S. Defense Department-funded packet-switching network that became the technical foundation of the modern internet.
-
C.
Strategic Computing Initiative
The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
-
D.
DARPA Robotics Challenge
The DARPA Robotics Challenge was a high-profile international competition that pushed the development of advanced humanoid robots capable of performing complex disaster-response tasks in environments designed for humans.
-
E.
Lifelong Learning Machines program
The Lifelong Learning Machines program is a DARPA research initiative aimed at developing AI systems that can continuously learn and adapt from experience in dynamic, real-world environments.
- 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: DARPA AI Next campaign Triple: [Lifelong Learning Machines program, relatedTo, DARPA AI Next campaign]
Generated description
The DARPA AI Next campaign is a U.S. defense research initiative aimed at advancing the next generation of artificial intelligence technologies that are more adaptive, resilient, and capable of continual learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DARPA AI Next campaign Target entity description: The DARPA AI Next campaign is a U.S. defense research initiative aimed at advancing the next generation of artificial intelligence technologies that are more adaptive, resilient, and capable of continual learning.
-
A.
DARPA Grand Challenge
The DARPA Grand Challenge was a series of autonomous vehicle competitions in the 2000s that catalyzed major advances in self-driving car technology and robotics research.
-
B.
Advanced Research Projects Agency Network
The Advanced Research Projects Agency Network (ARPANET) was the pioneering U.S. Defense Department-funded packet-switching network that became the technical foundation of the modern internet.
-
C.
Strategic Computing Initiative
The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
-
D.
DARPA Robotics Challenge
The DARPA Robotics Challenge was a high-profile international competition that pushed the development of advanced humanoid robots capable of performing complex disaster-response tasks in environments designed for humans.
-
E.
Lifelong Learning Machines program
chosen
The Lifelong Learning Machines program is a DARPA research initiative aimed at developing AI systems that can continuously learn and adapt from experience in dynamic, real-world environments.
- F. None of above.
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_69a252868de4819080e21c9938bfe8b6 |
completed | Feb. 28, 2026, 2:27 a.m. |
| NER | Named-entity recognition | batch_69a257ea7eac8190884a53453a9e0dd6 |
completed | Feb. 28, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2c2763ce481908c12046de9003a84 |
completed | Feb. 28, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69a2c2f02810819092e3263ac91b5fe3 |
completed | Feb. 28, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2c369498481908c4213b04aea9c97 |
completed | Feb. 28, 2026, 10:28 a.m. |
Created at: Feb. 28, 2026, 2:31 a.m.