Triple

T14586798
Position Surface form Disambiguated ID Type / Status
Subject National Park Service cultural resources information systems E342336 entity
Predicate includesSystem P1393 FINISHED
Object Integrated Resource Management Applications
Integrated Resource Management Applications is a National Park Service software platform used to manage, analyze, and integrate diverse cultural and natural resource data for planning and stewardship.
E1107956 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: Integrated Resource Management Applications | Statement: [National Park Service cultural resources information systems, includesSystem, Integrated Resource Management Applications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrated Resource Management Applications
Context triple: [National Park Service cultural resources information systems, includesSystem, Integrated Resource Management Applications]
  • A. Planning Tool for Resource Integration, Synchronization, and Management
    PRISM is a U.S. military logistics and planning software system designed to coordinate and optimize the allocation, synchronization, and management of operational resources.
  • B. N8 Integration of Capabilities and Resources
    N8 Integration of Capabilities and Resources is a major division within the U.S. Navy’s Office of the Chief of Naval Operations responsible for planning, programming, and integrating naval capabilities and resources to meet strategic and operational requirements.
  • C. Carbon Resource Manager
    Carbon Resource Manager is a legacy Mac OS API component used for managing application resources such as icons, menus, and dialog definitions during the transition from Classic Mac OS to Mac OS X.
  • D. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • E. Integrated Operational Teams
    Integrated Operational Teams are multidisciplinary units within the UN Department of Peace Operations that provide integrated planning, management, and support to specific peacekeeping missions and field operations.
  • 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: Integrated Resource Management Applications
Triple: [National Park Service cultural resources information systems, includesSystem, Integrated Resource Management Applications]
Generated description
Integrated Resource Management Applications is a National Park Service software platform used to manage, analyze, and integrate diverse cultural and natural resource data for planning and stewardship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrated Resource Management Applications
Target entity description: Integrated Resource Management Applications is a National Park Service software platform used to manage, analyze, and integrate diverse cultural and natural resource data for planning and stewardship.
  • A. Planning Tool for Resource Integration, Synchronization, and Management
    PRISM is a U.S. military logistics and planning software system designed to coordinate and optimize the allocation, synchronization, and management of operational resources.
  • B. N8 Integration of Capabilities and Resources
    N8 Integration of Capabilities and Resources is a major division within the U.S. Navy’s Office of the Chief of Naval Operations responsible for planning, programming, and integrating naval capabilities and resources to meet strategic and operational requirements.
  • C. Carbon Resource Manager
    Carbon Resource Manager is a legacy Mac OS API component used for managing application resources such as icons, menus, and dialog definitions during the transition from Classic Mac OS to Mac OS X.
  • D. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • E. Integrated Operational Teams
    Integrated Operational Teams are multidisciplinary units within the UN Department of Peace Operations that provide integrated planning, management, and support to specific peacekeeping missions and field operations.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb421bb308190a457425429ef6aa5 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94bef27481908c108110dbf21780 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd95a852b88190a1daf0109ef3231e completed May 8, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd968b01848190b3986bde6015feb4 completed May 8, 2026, 7:53 a.m.
Created at: April 10, 2026, 1:24 a.m.