Triple

T13547423
Position Surface form Disambiguated ID Type / Status
Subject American Meteorological Society E323548 entity
Predicate hasPublication P80 FINISHED
Object Weather and Forecasting
Weather and Forecasting is a peer-reviewed scientific journal that publishes research on operational meteorology, weather analysis, and forecasting techniques.
E1046143 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: Weather and Forecasting | Statement: [American Meteorological Society, hasPublication, Weather and Forecasting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weather and Forecasting
Context triple: [American Meteorological Society, hasPublication, Weather and Forecasting]
  • A. Weather
    "Weather" is a 2020 studio album by American rock band Huey Lewis and the News, noted for being their first collection of new original material in nearly two decades.
  • B. Weather Prediction Center
    The Weather Prediction Center is a U.S. government meteorological center that provides national forecasts and analyses of heavy rainfall, winter storms, and other significant weather events.
  • C. Weather Machine
    Weather Machine is a kinetic bronze and stainless-steel sculpture in Portland, Oregon, that theatrically forecasts the day's weather with sound, light, and changing metal symbols.
  • D. Weather Underground
    Weather Underground was a radical left-wing militant organization active in the United States during the late 1960s and 1970s, known for its opposition to the Vietnam War and its use of bombings and other direct actions to protest government policies.
  • E. World Weather Watch
    World Weather Watch is a global program that coordinates the collection, processing, and exchange of meteorological data to support weather forecasting and climate monitoring worldwide.
  • 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: Weather and Forecasting
Triple: [American Meteorological Society, hasPublication, Weather and Forecasting]
Generated description
Weather and Forecasting is a peer-reviewed scientific journal that publishes research on operational meteorology, weather analysis, and forecasting techniques.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weather and Forecasting
Target entity description: Weather and Forecasting is a peer-reviewed scientific journal that publishes research on operational meteorology, weather analysis, and forecasting techniques.
  • A. Weather
    "Weather" is a 2020 studio album by American rock band Huey Lewis and the News, noted for being their first collection of new original material in nearly two decades.
  • B. Weather Prediction Center
    The Weather Prediction Center is a U.S. government meteorological center that provides national forecasts and analyses of heavy rainfall, winter storms, and other significant weather events.
  • C. Weather Machine
    Weather Machine is a kinetic bronze and stainless-steel sculpture in Portland, Oregon, that theatrically forecasts the day's weather with sound, light, and changing metal symbols.
  • D. Weather Underground
    Weather Underground was a radical left-wing militant organization active in the United States during the late 1960s and 1970s, known for its opposition to the Vietnam War and its use of bombings and other direct actions to protest government policies.
  • E. World Weather Watch
    World Weather Watch is a global program that coordinates the collection, processing, and exchange of meteorological data to support weather forecasting and climate monitoring worldwide.
  • 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.