Triple

T10635896
Position Surface form Disambiguated ID Type / Status
Subject Melvin Schwartz E250578 entity
Predicate employer P7 FINISHED
Object Digital Pathways, Inc.
Digital Pathways, Inc. is a technology company known for its work in computer security and data encryption solutions.
 E875298 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: Digital Pathways, Inc. | Statement: [Melvin Schwartz, employer, Digital Pathways, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Digital Pathways, Inc.
Context triple: [Melvin Schwartz, employer, Digital Pathways, Inc.]
  • A. Digital Research, Inc.
    Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
  • B. Pivotal Ventures
    Pivotal Ventures is an investment and incubation company focused on advancing social progress and gender equality, founded by philanthropist Melinda French Gates.
  • C. Forethought Inc.
    Forethought Inc. was a software company best known for creating the presentation program that became Microsoft PowerPoint before being acquired by Microsoft.
  • D. Ybrant Digital
    Ybrant Digital is an Indian digital marketing and advertising company known for its global online advertising network and for having acquired the web portal Lycos.
  • E. Shoptalk Systems
    Shoptalk Systems is a software company best known for creating and maintaining the Liberty BASIC programming language.
  • 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: Digital Pathways, Inc.
Triple: [Melvin Schwartz, employer, Digital Pathways, Inc.]
Generated description
Digital Pathways, Inc. is a technology company known for its work in computer security and data encryption solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Digital Pathways, Inc.
Target entity description: Digital Pathways, Inc. is a technology company known for its work in computer security and data encryption solutions.
  • A. Digital Research, Inc.
    Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
  • B. Pivotal Ventures
    Pivotal Ventures is an investment and incubation company focused on advancing social progress and gender equality, founded by philanthropist Melinda French Gates.
  • C. Forethought Inc.
    Forethought Inc. was a software company best known for creating the presentation program that became Microsoft PowerPoint before being acquired by Microsoft.
  • D. Ybrant Digital
    Ybrant Digital is an Indian digital marketing and advertising company known for its global online advertising network and for having acquired the web portal Lycos.
  • E. Shoptalk Systems
    Shoptalk Systems is a software company best known for creating and maintaining the Liberty BASIC programming language.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfad9dbc81909a4f78d93ecfaa20 completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96bc57a8081908abd73f4273d0666 completed April 10, 2026, 9:29 p.m.
NEDg Description generation batch_69d96df03c2881909af8501ecf6ac180 completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d96f063d588190adcfd56b2b0afccf completed April 10, 2026, 9:43 p.m.
Created at: April 8, 2026, 9:03 p.m.