Triple
T12174808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | European spaceport network |
E290060
|
entity |
| Predicate | supportsProgram |
P178
|
FINISHED |
| Object |
European Earth observation programs
European Earth observation programs are coordinated initiatives, primarily led by the European Space Agency and the European Union, that use satellites and ground-based systems to monitor and analyze Earth’s environment, climate, and natural resources.
|
E965894
|
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: European Earth observation programs | Statement: [European spaceport network, supportsProgram, European Earth observation programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Earth observation programs Context triple: [European spaceport network, supportsProgram, European Earth observation programs]
-
A.
Canadian Space Agency Earth Observation Program
The Canadian Space Agency Earth Observation Program is a national initiative that develops, operates, and uses space-based sensors and satellites to monitor Earth’s land, oceans, atmosphere, and climate for scientific, environmental, and operational purposes.
-
B.
Earth observation
Earth observation is the collection and analysis of information about Earth’s physical, chemical, and biological systems using remote sensing technologies such as satellites, aircraft, and ground-based sensors.
-
C.
Global Earth Observation System of Systems
The Global Earth Observation System of Systems (GEOSS) is an international framework that integrates diverse Earth observation systems worldwide to provide comprehensive, coordinated data and information for environmental monitoring, disaster management, and sustainable development.
-
D.
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.
-
E.
PRISMA Earth observation mission
The PRISMA Earth observation mission is an Italian Space Agency satellite program that uses hyperspectral imaging to monitor Earth’s environment, land use, and natural resources.
- 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: European Earth observation programs Triple: [European spaceport network, supportsProgram, European Earth observation programs]
Generated description
European Earth observation programs are coordinated initiatives, primarily led by the European Space Agency and the European Union, that use satellites and ground-based systems to monitor and analyze Earth’s environment, climate, and natural resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European Earth observation programs Target entity description: European Earth observation programs are coordinated initiatives, primarily led by the European Space Agency and the European Union, that use satellites and ground-based systems to monitor and analyze Earth’s environment, climate, and natural resources.
-
A.
Canadian Space Agency Earth Observation Program
The Canadian Space Agency Earth Observation Program is a national initiative that develops, operates, and uses space-based sensors and satellites to monitor Earth’s land, oceans, atmosphere, and climate for scientific, environmental, and operational purposes.
-
B.
Earth observation
Earth observation is the collection and analysis of information about Earth’s physical, chemical, and biological systems using remote sensing technologies such as satellites, aircraft, and ground-based sensors.
-
C.
Global Earth Observation System of Systems
The Global Earth Observation System of Systems (GEOSS) is an international framework that integrates diverse Earth observation systems worldwide to provide comprehensive, coordinated data and information for environmental monitoring, disaster management, and sustainable development.
-
D.
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.
-
E.
PRISMA Earth observation mission
The PRISMA Earth observation mission is an Italian Space Agency satellite program that uses hyperspectral imaging to monitor Earth’s environment, land use, and natural resources.
- 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915dc71788190bdaadf7be9d8d6ce |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6a9482481909500c216f23fceb4 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fdebe3fc81909a5bb23a943c3c43 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5feeaf2e48190995f282b02a9caaf |
completed | May 2, 2026, 1:40 p.m. |
Created at: April 8, 2026, 9:50 p.m.