Triple

T16430609
Position Surface form Disambiguated ID Type / Status
Subject USGS EarthExplorer E399061 entity
Predicate includesCollection P426 FINISHED
Object NAIP imagery
NAIP imagery consists of high-resolution aerial photographs of the United States collected under the National Agriculture Imagery Program, primarily used for agricultural monitoring, land use analysis, and mapping.
E1212844 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: NAIP imagery | Statement: [USGS EarthExplorer, includesCollection, NAIP imagery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NAIP imagery
Context triple: [USGS EarthExplorer, includesCollection, NAIP imagery]
  • A. SPOT Image
    SPOT Image is a commercial company that specializes in distributing high-resolution Earth observation imagery and related geospatial products derived from the SPOT satellite constellation.
  • B. MDA Geospatial Services
    MDA Geospatial Services is a Canadian company specializing in satellite imagery and geospatial information solutions, providing data and analytics for applications such as environmental monitoring, defense, and resource management.
  • C. GeoEye satellite imagery
    GeoEye satellite imagery consists of high-resolution Earth observation images captured by GeoEye satellites and used for mapping, intelligence, and commercial geospatial applications.
  • D. National Collection of Aerial Photography
    The National Collection of Aerial Photography is a major archive preserving and providing access to historic and contemporary aerial imagery, particularly of Scotland and the UK.
  • E. WorldView satellite imagery
    WorldView satellite imagery is a high-resolution Earth observation data product from Maxar Technologies used for detailed mapping, monitoring, and analysis of locations worldwide.
  • 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: NAIP imagery
Triple: [USGS EarthExplorer, includesCollection, NAIP imagery]
Generated description
NAIP imagery consists of high-resolution aerial photographs of the United States collected under the National Agriculture Imagery Program, primarily used for agricultural monitoring, land use analysis, and mapping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NAIP imagery
Target entity description: NAIP imagery consists of high-resolution aerial photographs of the United States collected under the National Agriculture Imagery Program, primarily used for agricultural monitoring, land use analysis, and mapping.
  • A. SPOT Image
    SPOT Image is a commercial company that specializes in distributing high-resolution Earth observation imagery and related geospatial products derived from the SPOT satellite constellation.
  • B. MDA Geospatial Services
    MDA Geospatial Services is a Canadian company specializing in satellite imagery and geospatial information solutions, providing data and analytics for applications such as environmental monitoring, defense, and resource management.
  • C. GeoEye satellite imagery
    GeoEye satellite imagery consists of high-resolution Earth observation images captured by GeoEye satellites and used for mapping, intelligence, and commercial geospatial applications.
  • D. National Collection of Aerial Photography
    The National Collection of Aerial Photography is a major archive preserving and providing access to historic and contemporary aerial imagery, particularly of Scotland and the UK.
  • E. WorldView satellite imagery
    WorldView satellite imagery is a high-resolution Earth observation data product from Maxar Technologies used for detailed mapping, monitoring, and analysis of locations worldwide.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328fe0f488190ac34aa677c980a20 completed April 18, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004584fa508190a85b1f79ecf9c258 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a00461390608190848c3b896042f1fd completed May 10, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_6a0046a88e048190baa78506808171b8 completed May 10, 2026, 8:49 a.m.
Created at: April 10, 2026, 5:10 a.m.