Triple
T16966054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 19100 series |
E411540
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
ISO 19170-2
ISO 19170-2 is an international standard within the ISO 19100 geographic information series that specifies methods and requirements for testing and validating geospatial data and services.
|
E1244271
|
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: ISO 19170-2 | Statement: [ISO 19100 series, hasPart, ISO 19170-2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO 19170-2 Context triple: [ISO 19100 series, hasPart, ISO 19170-2]
-
A.
ISO 19170
ISO 19170 is an international standard within the ISO 19100 series that defines specific aspects of geographic information and geomatics.
-
B.
ISO 19148
ISO 19148 is an international standard in the ISO 19100 geographic information series that defines a linear referencing system for locating geographic features along linear elements such as roads or pipelines.
-
C.
ISO 19107
ISO 19107 is an international standard that defines a conceptual schema for spatial geometry and topology in geographic information systems.
-
D.
ISO 19144
ISO 19144 is an international standard within the ISO 19100 geographic information series that defines a framework for classification systems and land cover classification for geospatial data.
-
E.
ISO 19190
ISO 19190 is an international standard within the ISO 19100 geographic information series that defines terminology and concepts related to geographic information and geomatics.
- 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: ISO 19170-2 Triple: [ISO 19100 series, hasPart, ISO 19170-2]
Generated description
ISO 19170-2 is an international standard within the ISO 19100 geographic information series that specifies methods and requirements for testing and validating geospatial data and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO 19170-2 Target entity description: ISO 19170-2 is an international standard within the ISO 19100 geographic information series that specifies methods and requirements for testing and validating geospatial data and services.
-
A.
ISO 19170
chosen
ISO 19170 is an international standard within the ISO 19100 series that defines specific aspects of geographic information and geomatics.
-
B.
ISO 19148
ISO 19148 is an international standard in the ISO 19100 geographic information series that defines a linear referencing system for locating geographic features along linear elements such as roads or pipelines.
-
C.
ISO 19107
ISO 19107 is an international standard that defines a conceptual schema for spatial geometry and topology in geographic information systems.
-
D.
ISO 19144
ISO 19144 is an international standard within the ISO 19100 geographic information series that defines a framework for classification systems and land cover classification for geospatial data.
-
E.
ISO 19190
ISO 19190 is an international standard within the ISO 19100 geographic information series that defines terminology and concepts related to geographic information and geomatics.
- F. None of above.
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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a3cecc8190a490573adce80cca |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0139eb7e388190978397aa9176a893 |
completed | May 11, 2026, 2:07 a.m. |
| NEDg | Description generation | batch_6a013b0a077881909f09e4de8c19d180 |
completed | May 11, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013bb1cde48190aac8aaa55dab68d1 |
completed | May 11, 2026, 2:15 a.m. |
Created at: April 10, 2026, 5:31 a.m.