Triple
T18015962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NumFOCUS |
E430998
|
entity |
| Predicate | supportsProject |
P12986
|
FINISHED |
| Object |
Astropy
Astropy is an open-source Python library that provides core tools and functionality for astronomy and astrophysics research and data analysis.
|
E1300970
|
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: Astropy | Statement: [NumFOCUS, supportsProject, Astropy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Astropy Context triple: [NumFOCUS, supportsProject, Astropy]
-
A.
ADS (Astrophysics Data System)
ADS (Astrophysics Data System) is a NASA-funded digital library and search platform that provides comprehensive access to scholarly literature in astronomy, astrophysics, and related physics disciplines.
-
B.
HEASoft software suite
HEASoft software suite is a collection of data analysis tools widely used in high-energy astrophysics for processing and interpreting X-ray and gamma-ray observations from space- and ground-based missions.
-
C.
Palomar Transient Factory
The Palomar Transient Factory is an astronomical survey project that used the Palomar Observatory to systematically search the night sky for transient and variable phenomena such as supernovae and other short-lived cosmic events.
-
D.
ESA Gaia Archive
The ESA Gaia Archive is the European Space Agency’s online platform providing public access to the astrometric, photometric, and related data products from the Gaia space observatory’s sky surveys.
-
E.
Orfeo Toolbox
Orfeo Toolbox is an open-source library for processing and analyzing remote sensing and satellite imagery, widely used in geospatial and Earth observation applications.
- 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: Astropy Triple: [NumFOCUS, supportsProject, Astropy]
Generated description
Astropy is an open-source Python library that provides core tools and functionality for astronomy and astrophysics research and data analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Astropy Target entity description: Astropy is an open-source Python library that provides core tools and functionality for astronomy and astrophysics research and data analysis.
-
A.
ADS (Astrophysics Data System)
ADS (Astrophysics Data System) is a NASA-funded digital library and search platform that provides comprehensive access to scholarly literature in astronomy, astrophysics, and related physics disciplines.
-
B.
HEASoft software suite
HEASoft software suite is a collection of data analysis tools widely used in high-energy astrophysics for processing and interpreting X-ray and gamma-ray observations from space- and ground-based missions.
-
C.
Palomar Transient Factory
The Palomar Transient Factory is an astronomical survey project that used the Palomar Observatory to systematically search the night sky for transient and variable phenomena such as supernovae and other short-lived cosmic events.
-
D.
ESA Gaia Archive
The ESA Gaia Archive is the European Space Agency’s online platform providing public access to the astrometric, photometric, and related data products from the Gaia space observatory’s sky surveys.
-
E.
Orfeo Toolbox
Orfeo Toolbox is an open-source library for processing and analyzing remote sensing and satellite imagery, widely used in geospatial and Earth observation applications.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034324daec8190a9bbec1ad80c70f9 |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a0343dc91688190ae8e2f051cefef85 |
completed | May 12, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 |
completed | May 12, 2026, 3:18 p.m. |
Created at: April 10, 2026, 10:24 a.m.