Triple
T2138930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title 51 of the United States Code |
E46716
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Subtitle VI – Earth Observations
Subtitle VI – Earth Observations is a section of U.S. space law that establishes federal policies and programs for collecting, managing, and using Earth observation data from space-based and related systems.
|
E238192
|
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: Subtitle VI – Earth Observations | Statement: [Title 51 of the United States Code, hasPart, Subtitle VI – Earth Observations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subtitle VI – Earth Observations Context triple: [Title 51 of the United States Code, hasPart, Subtitle VI – Earth Observations]
-
A.
NASA Earth System Observatory missions
NASA Earth System Observatory missions are a coordinated suite of Earth-observing satellite missions designed to provide comprehensive data on climate, weather, natural hazards, and environmental change to improve scientific understanding and societal resilience.
-
B.
Gaofen high-resolution Earth observation program
The Gaofen high-resolution Earth observation program is a Chinese civilian satellite initiative that provides detailed optical and radar imagery for applications such as environmental monitoring, disaster management, and resource surveying.
-
C.
Landsat satellites
Landsat satellites are a series of Earth-observing spacecraft that provide long-term, continuous multispectral imagery used worldwide for environmental monitoring, land-use mapping, and resource management.
-
D.
Goddard Earth Observing System models
The Goddard Earth Observing System models are a suite of advanced atmospheric and Earth system models used for global weather, climate, and data assimilation research and forecasting.
-
E.
Earth Radiation Budget Satellite
The Earth Radiation Budget Satellite was a NASA spacecraft designed to measure how much solar energy the Earth absorbs and radiates back into space, improving understanding of the planet’s climate system.
- 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: Subtitle VI – Earth Observations Triple: [Title 51 of the United States Code, hasPart, Subtitle VI – Earth Observations]
Generated description
Subtitle VI – Earth Observations is a section of U.S. space law that establishes federal policies and programs for collecting, managing, and using Earth observation data from space-based and related systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subtitle VI – Earth Observations Target entity description: Subtitle VI – Earth Observations is a section of U.S. space law that establishes federal policies and programs for collecting, managing, and using Earth observation data from space-based and related systems.
-
A.
NASA Earth System Observatory missions
NASA Earth System Observatory missions are a coordinated suite of Earth-observing satellite missions designed to provide comprehensive data on climate, weather, natural hazards, and environmental change to improve scientific understanding and societal resilience.
-
B.
Gaofen high-resolution Earth observation program
The Gaofen high-resolution Earth observation program is a Chinese civilian satellite initiative that provides detailed optical and radar imagery for applications such as environmental monitoring, disaster management, and resource surveying.
-
C.
Landsat satellites
Landsat satellites are a series of Earth-observing spacecraft that provide long-term, continuous multispectral imagery used worldwide for environmental monitoring, land-use mapping, and resource management.
-
D.
Goddard Earth Observing System models
The Goddard Earth Observing System models are a suite of advanced atmospheric and Earth system models used for global weather, climate, and data assimilation research and forecasting.
-
E.
Earth Radiation Budget Satellite
The Earth Radiation Budget Satellite was a NASA spacecraft designed to measure how much solar energy the Earth absorbs and radiates back into space, improving understanding of the planet’s climate system.
- 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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbe025d3c81908bcb33a7ff09eae8 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b1290c8190a08850b428c99a6c |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae55923b748190bf7a2df3ae94edc8 |
completed | March 9, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae55fdc32c8190b6ecdc9b23d64cc5 |
completed | March 9, 2026, 5:09 a.m. |
Created at: March 4, 2026, 7:44 p.m.