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.