Triple

T3478975
Position Surface form Disambiguated ID Type / Status
Subject James Gosling E73444 entity
Predicate employer P7 FINISHED
Object Liquid Robotics
Liquid Robotics is a marine technology company best known for developing autonomous Wave Glider ocean robots used for long-duration ocean data collection and monitoring.
 E360591 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: Liquid Robotics | Statement: [James Gosling, employer, Liquid Robotics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liquid Robotics
Context triple: [James Gosling, employer, Liquid Robotics]
  • A. Rethink Robotics
    Rethink Robotics was a robotics company known for developing collaborative industrial robots like Baxter and Sawyer designed to work safely alongside humans in manufacturing environments.
  • B. Boston Dynamics
    Boston Dynamics is an American engineering and robotics company renowned for creating advanced, highly mobile robots such as Atlas, Spot, and Handle.
  • C. Sierra Nevada Corporation
    Sierra Nevada Corporation is a U.S. aerospace and defense contractor known for developing advanced space systems, including the Dream Chaser spaceplane, and providing technology solutions to government and commercial customers.
  • D. Segway Inc.
    Segway Inc. is an American company best known for developing and producing self-balancing personal transporters and related electric mobility devices.
  • E. Orbital Sciences Corporation
    Orbital Sciences Corporation was an American aerospace company known for developing and launching satellites, rockets, and space systems for commercial, military, and scientific customers.
  • 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: Liquid Robotics
Triple: [James Gosling, employer, Liquid Robotics]
Generated description
Liquid Robotics is a marine technology company best known for developing autonomous Wave Glider ocean robots used for long-duration ocean data collection and monitoring.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liquid Robotics
Target entity description: Liquid Robotics is a marine technology company best known for developing autonomous Wave Glider ocean robots used for long-duration ocean data collection and monitoring.
  • A. Rethink Robotics
    Rethink Robotics was a robotics company known for developing collaborative industrial robots like Baxter and Sawyer designed to work safely alongside humans in manufacturing environments.
  • B. Boston Dynamics
    Boston Dynamics is an American engineering and robotics company renowned for creating advanced, highly mobile robots such as Atlas, Spot, and Handle.
  • C. Sierra Nevada Corporation
    Sierra Nevada Corporation is a U.S. aerospace and defense contractor known for developing advanced space systems, including the Dream Chaser spaceplane, and providing technology solutions to government and commercial customers.
  • D. Segway Inc.
    Segway Inc. is an American company best known for developing and producing self-balancing personal transporters and related electric mobility devices.
  • E. Orbital Sciences Corporation
    Orbital Sciences Corporation was an American aerospace company known for developing and launching satellites, rockets, and space systems for commercial, military, and scientific customers.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5ca73c81908256e3339a3a6f9f completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681b30b48190918d2821a8383229 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b597bc8190a51aba91164a8db8 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3696c41808190a30cb55b698da47b completed March 13, 2026, 1:33 a.m.
Created at: March 8, 2026, 3:17 p.m.