Triple

T19051768
Position Surface form Disambiguated ID Type / Status
Subject Starlink Services, LLC E466276 entity
Predicate serviceProvided P1294 FINISHED
Object Starlink business service
Starlink business service is a high-speed, low-latency satellite internet offering from SpaceX tailored for businesses that need reliable connectivity in remote or underserved locations.
 E1356381 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: Starlink business service | Statement: [Starlink Services, LLC, serviceProvided, Starlink business service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Starlink business service
Context triple: [Starlink Services, LLC, serviceProvided, Starlink business service]
  • A. Starlink network operations
    Starlink network operations is the control and management system that oversees the performance, connectivity, and reliability of the Starlink satellite internet service worldwide.
  • B. Starlink user terminals
    Starlink user terminals are ground-based satellite dishes and modems that connect individual users to the Starlink broadband internet network.
  • C. Starlink Services, LLC
    Starlink Services, LLC is the SpaceX-affiliated company responsible for providing and managing Starlink’s global satellite internet service for customers.
  • D. Starlink satellite constellation
    The Starlink satellite constellation is a large network of low Earth orbit satellites developed by SpaceX to provide high-speed, low-latency global internet coverage.
  • E. Satellite Business Systems
    Satellite Business Systems was a U.S. telecommunications company that operated communications satellites to provide business-oriented data and voice services.
  • 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: Starlink business service
Triple: [Starlink Services, LLC, serviceProvided, Starlink business service]
Generated description
Starlink business service is a high-speed, low-latency satellite internet offering from SpaceX tailored for businesses that need reliable connectivity in remote or underserved locations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Starlink business service
Target entity description: Starlink business service is a high-speed, low-latency satellite internet offering from SpaceX tailored for businesses that need reliable connectivity in remote or underserved locations.
  • A. Starlink network operations
    Starlink network operations is the control and management system that oversees the performance, connectivity, and reliability of the Starlink satellite internet service worldwide.
  • B. Starlink user terminals
    Starlink user terminals are ground-based satellite dishes and modems that connect individual users to the Starlink broadband internet network.
  • C. Starlink Services, LLC
    Starlink Services, LLC is the SpaceX-affiliated company responsible for providing and managing Starlink’s global satellite internet service for customers.
  • D. Starlink satellite constellation
    The Starlink satellite constellation is a large network of low Earth orbit satellites developed by SpaceX to provide high-speed, low-latency global internet coverage.
  • E. Satellite Business Systems
    Satellite Business Systems was a U.S. telecommunications company that operated communications satellites to provide business-oriented data and voice services.
  • 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5dc031ff881908e8c68c7aaff3733 completed April 20, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c553eaf481909a8e07efec1f58c5 completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c8e3015c819081b70695b9571e1c completed May 14, 2026, 1:06 p.m.
NED2 Entity disambiguation (via description) batch_6a05c95848b88190bf2a9a37b3d51b55 completed May 14, 2026, 1:08 p.m.
Created at: April 10, 2026, 12:03 p.m.