Triple
T13547434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Meteorological Society |
E323548
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
Certified Consulting Meteorologist program
The Certified Consulting Meteorologist program is a professional certification that recognizes meteorologists who meet high standards of technical competence, experience, and ethical practice in providing weather and climate consulting services.
|
E1046150
|
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: Certified Consulting Meteorologist program | Statement: [American Meteorological Society, offers, Certified Consulting Meteorologist program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Certified Consulting Meteorologist program Context triple: [American Meteorological Society, offers, Certified Consulting Meteorologist program]
-
A.
Commission for Agricultural Meteorology
The Commission for Agricultural Meteorology was a specialized body of the World Meteorological Organization focused on applying meteorological and climatological knowledge to agriculture and food security.
-
B.
National Meteorological Telecommunication Networks
National Meteorological Telecommunication Networks are country-level systems that collect, process, and exchange meteorological data and forecasts, feeding into and operating within the World Meteorological Organization’s Global Telecommunication System.
-
C.
NSSL
NSSL is a U.S. Department of Defense program that procures and manages launch services to place national security satellites and payloads into space.
-
D.
NSSL
NSSL is a U.S. federal research laboratory that studies severe weather such as thunderstorms, tornadoes, and flash floods to improve forecasting and warning systems.
-
E.
Cooperative Institute for Severe and High-Impact Weather Research and Operations
The Cooperative Institute for Severe and High-Impact Weather Research and Operations is a research organization focused on advancing the understanding, prediction, and mitigation of severe and high-impact weather events through collaboration between federal agencies and academic partners.
- 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: Certified Consulting Meteorologist program Triple: [American Meteorological Society, offers, Certified Consulting Meteorologist program]
Generated description
The Certified Consulting Meteorologist program is a professional certification that recognizes meteorologists who meet high standards of technical competence, experience, and ethical practice in providing weather and climate consulting services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Certified Consulting Meteorologist program Target entity description: The Certified Consulting Meteorologist program is a professional certification that recognizes meteorologists who meet high standards of technical competence, experience, and ethical practice in providing weather and climate consulting services.
-
A.
Commission for Agricultural Meteorology
The Commission for Agricultural Meteorology was a specialized body of the World Meteorological Organization focused on applying meteorological and climatological knowledge to agriculture and food security.
-
B.
National Meteorological Telecommunication Networks
National Meteorological Telecommunication Networks are country-level systems that collect, process, and exchange meteorological data and forecasts, feeding into and operating within the World Meteorological Organization’s Global Telecommunication System.
-
C.
NSSL
NSSL is a U.S. Department of Defense program that procures and manages launch services to place national security satellites and payloads into space.
-
D.
NSSL
NSSL is a U.S. federal research laboratory that studies severe weather such as thunderstorms, tornadoes, and flash floods to improve forecasting and warning systems.
-
E.
Cooperative Institute for Severe and High-Impact Weather Research and Operations
The Cooperative Institute for Severe and High-Impact Weather Research and Operations is a research organization focused on advancing the understanding, prediction, and mitigation of severe and high-impact weather events through collaboration between federal agencies and academic partners.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafdb466881908fb46642dc66849d |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da2c2008190b43a653a349ea0c7 |
completed | May 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69f75ed5457c819093081c6a22f13c91 |
completed | May 3, 2026, 2:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f75f7e9d2c81909ec5540b34ac97cb |
completed | May 3, 2026, 2:45 p.m. |
Created at: April 9, 2026, 9:45 p.m.