Triple

T9232049
Position Surface form Disambiguated ID Type / Status
Subject Lockheed Martin Space E221840 entity
Predicate notableProject P4 FINISHED
Object AEHF military communications satellites
The AEHF military communications satellites are a constellation of secure, jam-resistant U.S. Air Force spacecraft that provide global, survivable, high-capacity communications for military forces and national leaders.
E786506 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: AEHF military communications satellites | Statement: [Lockheed Martin Space, notableProject, AEHF military communications satellites]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AEHF military communications satellites
Context triple: [Lockheed Martin Space, notableProject, AEHF military communications satellites]
  • A. Hughes Syncom communications satellites
    The Hughes Syncom communications satellites were pioneering early geosynchronous communications satellites developed by Hughes Aircraft Company that helped demonstrate and establish the feasibility of global satellite communications.
  • B. Air Force Satellite Control Network
    The Air Force Satellite Control Network is a global system of ground stations and facilities that provides command, control, and communications for U.S. military and national security satellites.
  • C. SATCOM Ku-1
    SATCOM Ku-1 was a commercial communications satellite designed to provide Ku-band telecommunications services from geostationary orbit.
  • D. Tactical Satellite Program (TacSat)
    The Tactical Satellite Program (TacSat) was a series of experimental U.S. military satellites designed to rapidly demonstrate and deliver responsive, tactical space capabilities directly to battlefield commanders.
  • E. Tracking and Data Relay Satellite-B
    Tracking and Data Relay Satellite-B was a NASA communications satellite intended to relay data between spacecraft in low Earth orbit and ground stations as part of the Tracking and Data Relay Satellite System (TDRSS).
  • 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: AEHF military communications satellites
Triple: [Lockheed Martin Space, notableProject, AEHF military communications satellites]
Generated description
The AEHF military communications satellites are a constellation of secure, jam-resistant U.S. Air Force spacecraft that provide global, survivable, high-capacity communications for military forces and national leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AEHF military communications satellites
Target entity description: The AEHF military communications satellites are a constellation of secure, jam-resistant U.S. Air Force spacecraft that provide global, survivable, high-capacity communications for military forces and national leaders.
  • A. Hughes Syncom communications satellites
    The Hughes Syncom communications satellites were pioneering early geosynchronous communications satellites developed by Hughes Aircraft Company that helped demonstrate and establish the feasibility of global satellite communications.
  • B. Air Force Satellite Control Network
    The Air Force Satellite Control Network is a global system of ground stations and facilities that provides command, control, and communications for U.S. military and national security satellites.
  • C. SATCOM Ku-1
    SATCOM Ku-1 was a commercial communications satellite designed to provide Ku-band telecommunications services from geostationary orbit.
  • D. Tactical Satellite Program (TacSat)
    The Tactical Satellite Program (TacSat) was a series of experimental U.S. military satellites designed to rapidly demonstrate and deliver responsive, tactical space capabilities directly to battlefield commanders.
  • E. Tracking and Data Relay Satellite-B
    Tracking and Data Relay Satellite-B was a NASA communications satellite intended to relay data between spacecraft in low Earth orbit and ground stations as part of the Tracking and Data Relay Satellite System (TDRSS).
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccee1a7e9881908e0c11f242162017 completed April 1, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077b0ed7c8190a7e8b95091033507 completed April 4, 2026, 2:30 a.m.
NEDg Description generation batch_69d0787b68ac819094acdec0ad7462ac completed April 4, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69d07900c7588190869c26dc76fe97e7 completed April 4, 2026, 2:35 a.m.
Created at: March 30, 2026, 7:29 p.m.