Triple
T13547433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Meteorological Society |
E323548
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
Certified Broadcast Meteorologist program
The Certified Broadcast Meteorologist program is a professional credential that recognizes television and radio weathercasters who meet rigorous standards of meteorological knowledge, communication skill, and ethical practice.
|
E1046149
|
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 Broadcast Meteorologist program | Statement: [American Meteorological Society, offers, Certified Broadcast Meteorologist program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Certified Broadcast Meteorologist program Context triple: [American Meteorological Society, offers, Certified Broadcast Meteorologist program]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
MAS Program
The MAS Program is a U.S. General Services Administration contracting vehicle that allows government agencies to purchase a wide range of commercial products and services at pre-negotiated prices from approved vendors.
-
E.
National Academy Program
The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
- 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 Broadcast Meteorologist program Triple: [American Meteorological Society, offers, Certified Broadcast Meteorologist program]
Generated description
The Certified Broadcast Meteorologist program is a professional credential that recognizes television and radio weathercasters who meet rigorous standards of meteorological knowledge, communication skill, and ethical practice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Certified Broadcast Meteorologist program Target entity description: The Certified Broadcast Meteorologist program is a professional credential that recognizes television and radio weathercasters who meet rigorous standards of meteorological knowledge, communication skill, and ethical practice.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
MAS Program
The MAS Program is a U.S. General Services Administration contracting vehicle that allows government agencies to purchase a wide range of commercial products and services at pre-negotiated prices from approved vendors.
-
E.
National Academy Program
The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
- 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.