Triple
T17444520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Jobs: Evidence from US Labor Markets |
E424745
|
entity |
| Predicate | dataSource |
P409
|
FINISHED |
| Object | International Federation of Robotics |
—
|
NE NERFINISHED |
How this triple was built (3 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: International Federation of Robotics | Statement: [Robots and Jobs: Evidence from US Labor Markets, dataSource, International Federation of Robotics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: International Federation of Robotics Context triple: [Robots and Jobs: Evidence from US Labor Markets, dataSource, International Federation of Robotics]
-
A.
Robotics Society of Japan
The Robotics Society of Japan is a professional organization that promotes research, development, and collaboration in robotics and intelligent systems within Japan and internationally.
-
B.
IEEE Robotics and Automation Society
The IEEE Robotics and Automation Society is a professional society that advances the theory, practice, and application of robotics and automation through research, education, and technical community activities.
-
C.
Robotic Industries Association
The Robotic Industries Association is a leading trade organization that represents and promotes the industrial robotics industry, setting standards, organizing events, and recognizing innovation in the field.
-
D.
National Robotics Engineering Center
The National Robotics Engineering Center is a leading research and development facility at Carnegie Mellon University specializing in advanced robotics and autonomous systems for real-world applications.
-
E.
ACM Special Interest Group on Robotics and Automation
The ACM Special Interest Group on Robotics and Automation (SIGART/SIGROBOTICS) is a professional community within the Association for Computing Machinery that focuses on advancing research, education, and collaboration in robotics, automation, and human-robot interaction.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: International Federation of Robotics Target entity description: The International Federation of Robotics is a global industry association that compiles and publishes statistics and research on industrial and service robot deployment worldwide.
-
A.
Robotics Society of Japan
The Robotics Society of Japan is a professional organization that promotes research, development, and collaboration in robotics and intelligent systems within Japan and internationally.
-
B.
IEEE Robotics and Automation Society
The IEEE Robotics and Automation Society is a professional society that advances the theory, practice, and application of robotics and automation through research, education, and technical community activities.
-
C.
Robotic Industries Association
The Robotic Industries Association is a leading trade organization that represents and promotes the industrial robotics industry, setting standards, organizing events, and recognizing innovation in the field.
-
D.
National Robotics Engineering Center
The National Robotics Engineering Center is a leading research and development facility at Carnegie Mellon University specializing in advanced robotics and autonomous systems for real-world applications.
-
E.
ACM Special Interest Group on Robotics and Automation
The ACM Special Interest Group on Robotics and Automation (SIGART/SIGROBOTICS) is a professional community within the Association for Computing Machinery that focuses on advancing research, education, and collaboration in robotics, automation, and human-robot interaction.
- F. None of above. chosen
Provenance (2 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_69d889db0ba481908402409af3b37917 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e44ffa2d84819086474649eba1065c |
completed | April 19, 2026, 3:46 a.m. |
Created at: April 10, 2026, 5:47 a.m.