Triple

T5105353
Position Surface form Disambiguated ID Type / Status
Subject Dave Winer E115077 entity
Predicate founded P104 FINISHED
Object UserLand Software
UserLand Software is a software company best known for its early web publishing and blogging tools, including Frontier and Radio UserLand, which helped pioneer online content management and RSS syndication.
E494240 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: UserLand Software | Statement: [Dave Winer, founded, UserLand Software]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UserLand Software
Context triple: [Dave Winer, founded, UserLand Software]
  • A. Rockwell Software
    Rockwell Software is a business unit of Rockwell Automation that develops industrial automation and manufacturing execution system (MES) software solutions.
  • B. Altamira Software
    Altamira Software was a pioneering computer graphics and digital imaging company co-founded by computer graphics visionary Alvy Ray Smith.
  • C. Oberon Microsystems
    Oberon Microsystems is a Swiss software company known for its work on the Oberon family of languages and systems, including the development of the Component Pascal programming language.
  • D. Lamont Digital Systems
    Lamont Digital Systems is a telecommunications and cable television company founded by businessman and future Connecticut governor Ned Lamont.
  • E. Micros Systems
    Micros Systems was a leading provider of point-of-sale and hospitality management software and hardware solutions for restaurants, hotels, and retail businesses.
  • 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: UserLand Software
Triple: [Dave Winer, founded, UserLand Software]
Generated description
UserLand Software is a software company best known for its early web publishing and blogging tools, including Frontier and Radio UserLand, which helped pioneer online content management and RSS syndication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UserLand Software
Target entity description: UserLand Software is a software company best known for its early web publishing and blogging tools, including Frontier and Radio UserLand, which helped pioneer online content management and RSS syndication.
  • A. Rockwell Software
    Rockwell Software is a business unit of Rockwell Automation that develops industrial automation and manufacturing execution system (MES) software solutions.
  • B. Altamira Software
    Altamira Software was a pioneering computer graphics and digital imaging company co-founded by computer graphics visionary Alvy Ray Smith.
  • C. Oberon Microsystems
    Oberon Microsystems is a Swiss software company known for its work on the Oberon family of languages and systems, including the development of the Component Pascal programming language.
  • D. Lamont Digital Systems
    Lamont Digital Systems is a telecommunications and cable television company founded by businessman and future Connecticut governor Ned Lamont.
  • E. Micros Systems
    Micros Systems was a leading provider of point-of-sale and hospitality management software and hardware solutions for restaurants, hotels, and retail businesses.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7589e40c8190a46e4a1b7142be14 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba95dbd48190a7d87f3af77424e0 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb5e60e08190b030f5eeaac49ab7 completed March 21, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bebd1f6e348190b61c89706b683ff3 completed March 21, 2026, 3:45 p.m.
Created at: March 20, 2026, 1:41 p.m.