Triple

T993342
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Engineer Research and Development Center E21439 entity
Predicate hasPart P35 FINISHED
Object 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.
 E117005 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: Geospatial Research Laboratory | Statement: [U.S. Army Engineer Research and Development Center, hasPart, Geospatial Research Laboratory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geospatial Research Laboratory
Context triple: [U.S. Army Engineer Research and Development Center, hasPart, Geospatial Research Laboratory]
  • A. Earth Resources Laboratory
    Earth Resources Laboratory is a research center at MIT focused on applying geophysical and related sciences to the exploration and sustainable management of Earth’s natural resources.
  • B. Earth System Research Laboratories
    Earth System Research Laboratories is a NOAA research organization that studies the atmosphere and related Earth system processes to improve weather, climate, and air quality understanding and prediction.
  • C. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • D. Kline Geology Laboratory
    Kline Geology Laboratory is a major academic and research facility for geology and earth sciences at Yale University.
  • E. ACM SIGSPATIAL
    ACM SIGSPATIAL is a Special Interest Group of the Association for Computing Machinery focused on research and development in spatial and geographic information systems.
  • 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: Geospatial Research Laboratory
Triple: [U.S. Army Engineer Research and Development Center, hasPart, Geospatial Research Laboratory]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geospatial Research Laboratory
Target entity description: 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.
  • A. Earth Resources Laboratory
    Earth Resources Laboratory is a research center at MIT focused on applying geophysical and related sciences to the exploration and sustainable management of Earth’s natural resources.
  • B. Earth System Research Laboratories
    Earth System Research Laboratories is a NOAA research organization that studies the atmosphere and related Earth system processes to improve weather, climate, and air quality understanding and prediction.
  • C. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • D. Kline Geology Laboratory
    Kline Geology Laboratory is a major academic and research facility for geology and earth sciences at Yale University.
  • E. ACM SIGSPATIAL
    ACM SIGSPATIAL is a Special Interest Group of the Association for Computing Machinery focused on research and development in spatial and geographic information systems.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4c5e16881908cd5f7ba2fcd5084 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac25919bcc8190886f19405536681b completed March 7, 2026, 1:18 p.m.
NEDg Description generation batch_69ac269b2054819081e17a1c13068c1b completed March 7, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69ac26f947d481908ab1b7115cf9dee7 completed March 7, 2026, 1:24 p.m.
Created at: March 1, 2026, 7:41 p.m.