Triple
T11060097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | QGIS |
E261485
|
entity |
| Predicate | usesLibrary |
P4791
|
FINISHED |
| Object |
GEOS
GEOS is an open-source C++ geometry engine library that provides spatial operations and topological functions for geographic information systems and related applications.
|
E902847
|
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: GEOS | Statement: [QGIS, usesLibrary, GEOS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GEOS Context triple: [QGIS, usesLibrary, GEOS]
-
A.
GEOS-IT
GEOS-IT is a specific version of NASA’s Goddard Earth Observing System model designed for advanced atmospheric and Earth system simulations.
-
B.
GEOS-FP
GEOS-FP is a high-resolution, near-real-time atmospheric data assimilation and forecasting system produced by NASA’s Goddard Earth Observing System modeling framework.
-
C.
GEOSS
GEOSS is a global, coordinated system of Earth observation systems designed to provide comprehensive environmental data and information to support science-based decision-making and sustainable development.
-
D.
EGIS
EGIS is the principal intelligence agency of Egypt, responsible for national security, foreign intelligence, and counterintelligence operations.
-
E.
GEOC
GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
- 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: GEOS Triple: [QGIS, usesLibrary, GEOS]
Generated description
GEOS is an open-source C++ geometry engine library that provides spatial operations and topological functions for geographic information systems and related applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GEOS Target entity description: GEOS is an open-source C++ geometry engine library that provides spatial operations and topological functions for geographic information systems and related applications.
-
A.
GEOS-IT
GEOS-IT is a specific version of NASA’s Goddard Earth Observing System model designed for advanced atmospheric and Earth system simulations.
-
B.
GEOS-FP
GEOS-FP is a high-resolution, near-real-time atmospheric data assimilation and forecasting system produced by NASA’s Goddard Earth Observing System modeling framework.
-
C.
GEOSS
GEOSS is a global, coordinated system of Earth observation systems designed to provide comprehensive environmental data and information to support science-based decision-making and sustainable development.
-
D.
EGIS
EGIS is the principal intelligence agency of Egypt, responsible for national security, foreign intelligence, and counterintelligence operations.
-
E.
GEOC
GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798e991848190b07c2f48dae38681 |
completed | April 9, 2026, 12:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c87ab0308190a6a6ada1708f0ec2 |
completed | April 18, 2026, 6:07 p.m. |
| NEDg | Description generation | batch_69e3cefc00148190a1850dc6e31523c3 |
completed | April 18, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3d014a644819092c76aa02b573ca9 |
completed | April 18, 2026, 6:40 p.m. |
Created at: April 8, 2026, 9:26 p.m.