Triple

T4335497
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Futures Command E97451 entity
Predicate hasComponent P35 FINISHED
Object Futures and Concepts Center
The Futures and Concepts Center is a U.S. Army organization responsible for developing future operational concepts, requirements, and capabilities to guide Army modernization.
 E430695 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: Futures and Concepts Center | Statement: [U.S. Army Futures Command, hasComponent, Futures and Concepts Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Futures and Concepts Center
Context triple: [U.S. Army Futures Command, hasComponent, Futures and Concepts Center]
  • A. Center for Creativity
    The Center for Creativity is an educational and interactive wing of the Columbus Museum of Art dedicated to fostering imagination, innovation, and hands-on engagement with art.
  • B. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • C. New Center
    New Center is a historic commercial and cultural district in Detroit known for its landmark Art Deco architecture and major office, retail, and residential developments just north of downtown.
  • D. Farley Center for Entrepreneurship and Innovation
    The Farley Center for Entrepreneurship and Innovation is a Northwestern University program that equips students with skills in startup creation, innovation, and technology commercialization through interdisciplinary courses and experiential learning.
  • E. Mansueto Institute for Urban Innovation
    The Mansueto Institute for Urban Innovation is a University of Chicago research hub dedicated to advancing data-driven, interdisciplinary solutions to complex urban challenges 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: Futures and Concepts Center
Triple: [U.S. Army Futures Command, hasComponent, Futures and Concepts Center]
Generated description
The Futures and Concepts Center is a U.S. Army organization responsible for developing future operational concepts, requirements, and capabilities to guide Army modernization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Futures and Concepts Center
Target entity description: The Futures and Concepts Center is a U.S. Army organization responsible for developing future operational concepts, requirements, and capabilities to guide Army modernization.
  • A. Center for Creativity
    The Center for Creativity is an educational and interactive wing of the Columbus Museum of Art dedicated to fostering imagination, innovation, and hands-on engagement with art.
  • B. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • C. New Center
    New Center is a historic commercial and cultural district in Detroit known for its landmark Art Deco architecture and major office, retail, and residential developments just north of downtown.
  • D. Farley Center for Entrepreneurship and Innovation
    The Farley Center for Entrepreneurship and Innovation is a Northwestern University program that equips students with skills in startup creation, innovation, and technology commercialization through interdisciplinary courses and experiential learning.
  • E. Mansueto Institute for Urban Innovation
    The Mansueto Institute for Urban Innovation is a University of Chicago research hub dedicated to advancing data-driven, interdisciplinary solutions to complex urban challenges 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35152bfc88190ab5d53ca38f98d8a completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0a9967481908828ceeb76ce4cbf completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d14748108190a6f5d4aebaa83ed6 completed March 14, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5d1b610888190bccace493224c373 completed March 14, 2026, 9:23 p.m.
Created at: March 12, 2026, 11:14 p.m.