Triple

T956523
Position Surface form Disambiguated ID Type / Status
Subject Reed Hastings E20636 entity
Predicate founded P104 FINISHED
Object Pure Software
Pure Software was a software company best known as Reed Hastings’s early venture in developing tools to improve software reliability before he went on to co-found Netflix.
 E112777 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: Pure Software | Statement: [Reed Hastings, founded, Pure Software]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pure Software
Context triple: [Reed Hastings, founded, Pure Software]
  • A. The Minimalist Program
    The Minimalist Program is a major theoretical framework in generative linguistics, developed by Noam Chomsky, that seeks to explain the properties of human language through the simplest and most economical principles and mechanisms.
  • B. SWE
    SWE is the three-letter ISO 3166-1 alpha-3 country code representing Sweden.
  • C. Softsoap
    Softsoap is a popular personal care product line best known for its liquid hand soaps and body washes.
  • D. Opera Software
    Opera Software is a Norwegian software company best known for developing the Opera web browser and related internet technologies.
  • E. Covenant Code
    The Covenant Code is an early collection of ancient Israelite laws in the Hebrew Bible that outlines civil, ethical, and religious regulations for the 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: Pure Software
Triple: [Reed Hastings, founded, Pure Software]
Generated description
Pure Software was a software company best known as Reed Hastings’s early venture in developing tools to improve software reliability before he went on to co-found Netflix.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pure Software
Target entity description: Pure Software was a software company best known as Reed Hastings’s early venture in developing tools to improve software reliability before he went on to co-found Netflix.
  • A. The Minimalist Program
    The Minimalist Program is a major theoretical framework in generative linguistics, developed by Noam Chomsky, that seeks to explain the properties of human language through the simplest and most economical principles and mechanisms.
  • B. SWE
    SWE is the three-letter ISO 3166-1 alpha-3 country code representing Sweden.
  • C. Softsoap
    Softsoap is a popular personal care product line best known for its liquid hand soaps and body washes.
  • D. Opera Software
    Opera Software is a Norwegian software company best known for developing the Opera web browser and related internet technologies.
  • E. Covenant Code
    The Covenant Code is an early collection of ancient Israelite laws in the Hebrew Bible that outlines civil, ethical, and religious regulations for the 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3f981bc819098125554eeeb6375 completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933b00a58819084164f3dd3ecb070 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a963a788f08190b8849631db63bf00 completed March 5, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69ac0da2d24881909e6f67cc9951efd2 completed March 7, 2026, 11:36 a.m.
Created at: March 1, 2026, 7:40 p.m.