Triple

T2706764
Position Surface form Disambiguated ID Type / Status
Subject Assistant Secretary of Commerce for Communications and Information E59359 entity
Predicate worksWith P398 FINISHED
Object Department of Defense on spectrum coordination
The Department of Defense on spectrum coordination is the U.S. military department responsible for managing and protecting defense-related use of the radiofrequency spectrum while collaborating with civilian agencies to ensure efficient and secure spectrum sharing.
E290106 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: Department of Defense on spectrum coordination | Statement: [Assistant Secretary of Commerce for Communications and Information, worksWith, Department of Defense on spectrum coordination]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Defense on spectrum coordination
Context triple: [Assistant Secretary of Commerce for Communications and Information, worksWith, Department of Defense on spectrum coordination]
  • A. Spectrum Management and Telecommunications program
    The Spectrum Management and Telecommunications program is a Canadian federal initiative responsible for regulating and managing the country’s radio frequency spectrum and telecommunications infrastructure to support efficient, reliable communications services.
  • B. Commission E – Electromagnetic Environment and Interference
    Commission E – Electromagnetic Environment and Interference is a specialized body within the International Union of Radio Science that focuses on research, standards, and coordination related to electromagnetic environments and radio-frequency interference.
  • C. Global Spectrum
    Global Spectrum is a venue management company that operates and manages sports and entertainment facilities across North America.
  • D. Joint Committee on 2G Spectrum
    The Joint Committee on 2G Spectrum was a special parliamentary panel in India formed to investigate alleged irregularities and corruption in the allocation of 2G telecommunications spectrum licenses.
  • E. Commission C – Radio-communication Systems and Signal Processing
    Commission C – Radio-communication Systems and Signal Processing is a specialized body within the International Union of Radio Science that focuses on research and standards related to radio-communication technologies and signal processing methods.
  • 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: Department of Defense on spectrum coordination
Triple: [Assistant Secretary of Commerce for Communications and Information, worksWith, Department of Defense on spectrum coordination]
Generated description
The Department of Defense on spectrum coordination is the U.S. military department responsible for managing and protecting defense-related use of the radiofrequency spectrum while collaborating with civilian agencies to ensure efficient and secure spectrum sharing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Defense on spectrum coordination
Target entity description: The Department of Defense on spectrum coordination is the U.S. military department responsible for managing and protecting defense-related use of the radiofrequency spectrum while collaborating with civilian agencies to ensure efficient and secure spectrum sharing.
  • A. Spectrum Management and Telecommunications program
    The Spectrum Management and Telecommunications program is a Canadian federal initiative responsible for regulating and managing the country’s radio frequency spectrum and telecommunications infrastructure to support efficient, reliable communications services.
  • B. Commission E – Electromagnetic Environment and Interference
    Commission E – Electromagnetic Environment and Interference is a specialized body within the International Union of Radio Science that focuses on research, standards, and coordination related to electromagnetic environments and radio-frequency interference.
  • C. Global Spectrum
    Global Spectrum is a venue management company that operates and manages sports and entertainment facilities across North America.
  • D. Joint Committee on 2G Spectrum
    The Joint Committee on 2G Spectrum was a special parliamentary panel in India formed to investigate alleged irregularities and corruption in the allocation of 2G telecommunications spectrum licenses.
  • E. Commission C – Radio-communication Systems and Signal Processing
    Commission C – Radio-communication Systems and Signal Processing is a specialized body within the International Union of Radio Science that focuses on research and standards related to radio-communication technologies and signal processing methods.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda725f24819090e8d936b3d2d5bc completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf7c22a4819096ff9effe9e0d77d completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb039cdcc8190953368c1f6757503 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb0c27ee48190a319fd2fab02f755 completed March 10, 2026, 5:48 a.m.
Created at: March 6, 2026, 9:55 p.m.