Triple
T3962754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USGS topographic maps |
E85941
|
entity |
| Predicate | areUpdatedBy |
P1121
|
FINISHED |
| Object | USGS National Geospatial Program |
E10600
|
NE FINISHED |
How this triple was built (3 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: USGS National Geospatial Program | Statement: [USGS topographic maps, areUpdatedBy, USGS National Geospatial Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USGS National Geospatial Program Context triple: [USGS topographic maps, areUpdatedBy, USGS National Geospatial Program]
-
A.
National Geospatial-Intelligence Agency
The National Geospatial-Intelligence Agency is a U.S. intelligence and combat support agency responsible for collecting, analyzing, and distributing geospatial intelligence for national security and defense operations.
-
B.
Office of Survey Programs
The Office of Survey Programs is a division within the U.S. Bureau of Transportation Statistics responsible for designing, conducting, and managing national transportation-related surveys and data collection efforts.
-
C.
United States Geological Survey
chosen
The United States Geological Survey is a U.S. government scientific agency that studies and monitors natural resources and natural hazards such as earthquakes, volcanoes, and water resources.
-
D.
National Geodetic Survey
The National Geodetic Survey is the U.S. federal agency responsible for defining, maintaining, and providing access to the national coordinate system used for mapping, charting, and navigation.
-
E.
Geospatial Research Laboratory
The Geospatial Research Laboratory is a U.S. Army research facility focused on developing advanced geospatial, terrain, and environmental technologies to support military engineering and operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: areUpdatedBy Context triple: [USGS topographic maps, areUpdatedBy, USGS National Geospatial Program]
-
A.
isUpdated
Indicates that an entity has been modified or brought to a more recent state compared to its previous version or a reference point.
-
B.
isUpdatedThrough
Indicates that one entity’s state or content is modified or brought up to date as a result of a process, action, or interaction involving another entity.
-
C.
amendedBy
chosen
Indicates that one entity has been modified, revised, or updated as a result of changes made by another entity.
-
D.
updated
Indicates that an entity has been modified or brought to a more recent state compared to its previous version or status.
-
E.
createdBy
Indicates that something was brought into existence, produced, or authored through the actions or efforts of a specific agent or entity.
- F. None of above.
Provenance (4 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_69aed93a96908190bcbdbfa718f155bd |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefba878a48190a2e234d775215938 |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533b8e00c819093af24f27eee793b |
completed | March 14, 2026, 10:08 a.m. |
| PD | Predicate disambiguation | batch_69aef8efcf3c81908ccf61d9ce26b0c0 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:31 p.m.