Triple
T11060098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | QGIS |
E261485
|
entity |
| Predicate | usesLibrary |
P4791
|
FINISHED |
| Object |
Proj
Proj is an open-source library for performing cartographic projections and coordinate transformations widely used in geographic information systems.
|
E902848
|
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: Proj | Statement: [QGIS, usesLibrary, Proj]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proj Context triple: [QGIS, usesLibrary, Proj]
-
A.
The Project
The Project is an Australian television news and current affairs panel show on Network Ten that blends serious journalism with comedy and pop culture commentary.
-
B.
Proz
Proz is a musical artist known for contributing featured vocals to the track "Birth of a Prince."
-
C.
PRO
PRO is the Professional Referee Organization that manages and develops professional soccer match officials in the United States and Canada.
-
D.
Neo project
The Neo project is a major urban redevelopment initiative on Brussels’ Heysel Plateau, aiming to transform the area into a mixed-use district with housing, offices, retail, and leisure facilities.
-
E.
PRD
PRD is a major left-of-center political party in Mexico known formally as the Party of the Democratic Revolution.
- 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: Proj Triple: [QGIS, usesLibrary, Proj]
Generated description
Proj is an open-source library for performing cartographic projections and coordinate transformations widely used in geographic information systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proj Target entity description: Proj is an open-source library for performing cartographic projections and coordinate transformations widely used in geographic information systems.
-
A.
The Project
The Project is an Australian television news and current affairs panel show on Network Ten that blends serious journalism with comedy and pop culture commentary.
-
B.
Proz
Proz is a musical artist known for contributing featured vocals to the track "Birth of a Prince."
-
C.
PRO
PRO is the Professional Referee Organization that manages and develops professional soccer match officials in the United States and Canada.
-
D.
Neo project
The Neo project is a major urban redevelopment initiative on Brussels’ Heysel Plateau, aiming to transform the area into a mixed-use district with housing, offices, retail, and leisure facilities.
-
E.
PRD
PRD is a major left-of-center political party in Mexico known formally as the Party of the Democratic Revolution.
- 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.