Triple
T16946755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 19111 |
E411085
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Spatial data infrastructures
Spatial data infrastructures are coordinated frameworks of technologies, policies, standards, and people designed to enable the efficient discovery, sharing, and use of geospatial data across organizations and sectors.
|
E1242148
|
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: Spatial data infrastructures | Statement: [ISO 19111, usedBy, Spatial data infrastructures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spatial data infrastructures Context triple: [ISO 19111, usedBy, Spatial data infrastructures]
-
A.
National Spatial Data Infrastructure (India)
The National Spatial Data Infrastructure (India) is a national initiative to create, manage, and share standardized geospatial data across government agencies and other stakeholders to support planning, governance, and development.
-
B.
Geographic Information Systems (GIS)
Geographic Information Systems (GIS) are computer-based tools and methods for capturing, storing, analyzing, and visualizing spatial and geographic data to support mapping and decision-making.
-
C.
Encyclopedia of GIS
Encyclopedia of GIS is a comprehensive reference work that covers fundamental concepts, methods, and applications in geographic information systems and related spatial technologies.
-
D.
ONS Open Geography portal
The ONS Open Geography portal is an online platform providing access to official UK geographic data, boundaries, and related statistical geospatial resources published by the Office for National Statistics.
-
E.
GIS
GIS is the IATA airport code for Gisborne Airport in Gisborne, New Zealand.
- 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: Spatial data infrastructures Triple: [ISO 19111, usedBy, Spatial data infrastructures]
Generated description
Spatial data infrastructures are coordinated frameworks of technologies, policies, standards, and people designed to enable the efficient discovery, sharing, and use of geospatial data across organizations and sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spatial data infrastructures Target entity description: Spatial data infrastructures are coordinated frameworks of technologies, policies, standards, and people designed to enable the efficient discovery, sharing, and use of geospatial data across organizations and sectors.
-
A.
National Spatial Data Infrastructure (India)
The National Spatial Data Infrastructure (India) is a national initiative to create, manage, and share standardized geospatial data across government agencies and other stakeholders to support planning, governance, and development.
-
B.
Geographic Information Systems (GIS)
Geographic Information Systems (GIS) are computer-based tools and methods for capturing, storing, analyzing, and visualizing spatial and geographic data to support mapping and decision-making.
-
C.
Encyclopedia of GIS
Encyclopedia of GIS is a comprehensive reference work that covers fundamental concepts, methods, and applications in geographic information systems and related spatial technologies.
-
D.
ONS Open Geography portal
The ONS Open Geography portal is an online platform providing access to official UK geographic data, boundaries, and related statistical geospatial resources published by the Office for National Statistics.
-
E.
GIS
GIS is the Ghana Immigration Service, the government agency responsible for regulating immigration, emigration, and related border control activities in Ghana.
- 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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cfb25e0c8190948e62d9575ae9cd |
completed | April 18, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfeca4208190a3b9270869063d3d |
completed | May 10, 2026, 6:35 p.m. |
| NEDg | Description generation | batch_6a00d0b13f1c819091f3f8b966e36214 |
completed | May 10, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d1ad6b7081908be76d70ad9e2075 |
completed | May 10, 2026, 6:42 p.m. |
Created at: April 10, 2026, 5:31 a.m.