Triple

T7113641
Position Surface form Disambiguated ID Type / Status
Subject Bezos Expeditions E165762 entity
Predicate notableInvestmentIn P17330 FINISHED
Object Lookout
Lookout is a cybersecurity company specializing in mobile device and cloud security solutions for enterprises and individuals.
E642869 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: Lookout | Statement: [Bezos Expeditions, notableInvestmentIn, Lookout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lookout
Context triple: [Bezos Expeditions, notableInvestmentIn, Lookout]
  • A. The Lookout
    The Lookout is a 2007 neo-noir crime thriller film written and directed by Scott Frank, following a brain-damaged former high school athlete who becomes entangled in a bank heist.
  • B. The Lookout
    The Lookout is a musical project associated with guitarist Rogers Stevens, best known for his work with the rock band Blind Melon.
  • C. Hillside
    Hillside is a small village in the Angus council area of eastern Scotland, known for its rural setting near the town of Montrose.
  • D. Hillside
    Hillside is the former Concord, Massachusetts home of author Nathaniel Hawthorne, now a historic site known as The Wayside.
  • E. Hillside
    Hillside is a neighboring area or locality situated next to Elizabeth, likely forming part of the same regional community.
  • 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: Lookout
Triple: [Bezos Expeditions, notableInvestmentIn, Lookout]
Generated description
Lookout is a cybersecurity company specializing in mobile device and cloud security solutions for enterprises and individuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lookout
Target entity description: Lookout is a cybersecurity company specializing in mobile device and cloud security solutions for enterprises and individuals.
  • A. The Lookout
    The Lookout is a 2007 neo-noir crime thriller film written and directed by Scott Frank, following a brain-damaged former high school athlete who becomes entangled in a bank heist.
  • B. The Lookout
    The Lookout is a musical project associated with guitarist Rogers Stevens, best known for his work with the rock band Blind Melon.
  • C. Hillside
    Hillside is a small village in the Angus council area of eastern Scotland, known for its rural setting near the town of Montrose.
  • D. Hillside
    Hillside is the former Concord, Massachusetts home of author Nathaniel Hawthorne, now a historic site known as The Wayside.
  • E. Hillside
    Hillside is a neighboring area or locality situated next to Elizabeth, likely forming part of the same regional community.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7759a048190815689298befa8d7 completed March 27, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cbc35d48190974e207eb98dcbe3 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d31a9e8819096e6a3040b1852a9 completed March 28, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_69c79dcae54c8190b06e687236373f68 completed March 28, 2026, 9:22 a.m.
Created at: March 27, 2026, 2:43 p.m.