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.