Triple

T528547
Position Surface form Disambiguated ID Type / Status
Subject MapQuest E10977 entity
Predicate originalName P65 FINISHED
Object Cartographic Services
Cartographic Services was the original name of the company that later became MapQuest, a pioneering provider of online mapping and driving directions.
 E66249 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: Cartographic Services | Statement: [MapQuest, originalName, Cartographic Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cartographic Services
Context triple: [MapQuest, originalName, Cartographic Services]
  • A. 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.
  • B. Power Map
    Power Map is a 3D data visualization and geospatial mapping tool in Microsoft Power BI that lets users plot and explore data on interactive maps over time.
  • C. MAP
    MAP was the abbreviated name used for the United Kingdom’s Ministry of Aircraft Production, the World War II government department responsible for overseeing and increasing aircraft manufacturing.
  • D. OGIS
    OGIS is the U.S. federal office that mediates Freedom of Information Act (FOIA) disputes and oversees agency FOIA compliance to improve government transparency.
  • E. National Spatial Reference System
    The National Spatial Reference System is the official coordinate framework used in the United States to define precise locations, elevations, and boundaries for mapping, surveying, and navigation.
  • 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: Cartographic Services
Triple: [MapQuest, originalName, Cartographic Services]
Generated description
Cartographic Services was the original name of the company that later became MapQuest, a pioneering provider of online mapping and driving directions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cartographic Services
Target entity description: Cartographic Services was the original name of the company that later became MapQuest, a pioneering provider of online mapping and driving directions.
  • A. 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.
  • B. Power Map
    Power Map is a 3D data visualization and geospatial mapping tool in Microsoft Power BI that lets users plot and explore data on interactive maps over time.
  • C. MAP
    MAP was the abbreviated name used for the United Kingdom’s Ministry of Aircraft Production, the World War II government department responsible for overseeing and increasing aircraft manufacturing.
  • D. OGIS
    OGIS is the U.S. federal office that mediates Freedom of Information Act (FOIA) disputes and oversees agency FOIA compliance to improve government transparency.
  • E. National Spatial Reference System
    The National Spatial Reference System is the official coordinate framework used in the United States to define precise locations, elevations, and boundaries for mapping, surveying, and navigation.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d39b4c81909f265b3501b5ec1d completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b5d932c48190bba3d7a1f4eaff60 completed March 1, 2026, 9:55 p.m.
NEDg Description generation batch_69a4b6921a708190aa4315509594ca06 completed March 1, 2026, 9:58 p.m.
NED2 Entity disambiguation (via description) batch_69a4b79ec4b48190b992f642aa7cddb7 completed March 1, 2026, 10:03 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.