Triple

T4746698
Position Surface form Disambiguated ID Type / Status
Subject Starlink network operations E105376 entity
Predicate operatedBy P86 FINISHED
Object Starlink Services, LLC
Starlink Services, LLC is the SpaceX-affiliated company responsible for providing and managing Starlink’s global satellite internet service for customers.
 E466276 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 Services, LLC | Statement: [Starlink network operations, operatedBy, Starlink Services, LLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Starlink Services, LLC
Context triple: [Starlink network operations, operatedBy, Starlink Services, LLC]
  • A. Astra Space
    Astra Space is an American aerospace company focused on developing small, cost-effective launch vehicles to provide frequent, flexible access to low Earth orbit for small satellites.
  • B. Rocket Lab
    Rocket Lab is a private aerospace company best known for its Electron small-lift launch vehicle and frequent commercial satellite launches to low Earth orbit.
  • C. SpaceX
    SpaceX is a private aerospace manufacturer and space transportation company that designs, builds, and launches advanced rockets and spacecraft, pioneering reusable launch technology.
  • D. Maxar Technologies
    Maxar Technologies is an American space technology and intelligence company known for providing high-resolution Earth imagery, geospatial data, and satellite solutions to government and commercial customers.
  • E. International Launch Services
    International Launch Services is a commercial space launch company that markets and manages satellite launches, historically using Russia’s Proton rocket for missions to orbit.
  • 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 Services, LLC
Triple: [Starlink network operations, operatedBy, Starlink Services, LLC]
Generated description
Starlink Services, LLC is the SpaceX-affiliated company responsible for providing and managing Starlink’s global satellite internet service for customers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Starlink Services, LLC
Target entity description: Starlink Services, LLC is the SpaceX-affiliated company responsible for providing and managing Starlink’s global satellite internet service for customers.
  • A. Astra Space
    Astra Space is an American aerospace company focused on developing small, cost-effective launch vehicles to provide frequent, flexible access to low Earth orbit for small satellites.
  • B. Rocket Lab
    Rocket Lab is a private aerospace company best known for its Electron small-lift launch vehicle and frequent commercial satellite launches to low Earth orbit.
  • C. SpaceX
    SpaceX is a private aerospace manufacturer and space transportation company that designs, builds, and launches advanced rockets and spacecraft, pioneering reusable launch technology.
  • D. Maxar Technologies
    Maxar Technologies is an American space technology and intelligence company known for providing high-resolution Earth imagery, geospatial data, and satellite solutions to government and commercial customers.
  • E. International Launch Services
    International Launch Services is a commercial space launch company that markets and manages satellite launches, historically using Russia’s Proton rocket for missions to orbit.
  • 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_69bd43ef87a48190a5bc3600711aa032 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c3fcb081909b1fe867b4adac8b completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a40bee88190ae97f6d409b51e96 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3af59ef88190a5acc493978d412e completed March 21, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69be3c8533fc8190b512d3fec34e7e28 completed March 21, 2026, 6:36 a.m.
Created at: March 20, 2026, 1:20 p.m.