Triple

T7113630
Position Surface form Disambiguated ID Type / Status
Subject Bezos Expeditions E165762 entity
Predicate notableInvestmentIn P17330 FINISHED
Object Stack Overflow
Stack Overflow is a leading question-and-answer website where programmers and developers share solutions to coding and software development problems.
 E642862 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: Stack Overflow | Statement: [Bezos Expeditions, notableInvestmentIn, Stack Overflow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stack Overflow
Context triple: [Bezos Expeditions, notableInvestmentIn, Stack Overflow]
  • A. c2.com
    c2.com is the original WikiWikiWeb site created by Ward Cunningham, widely regarded as the first wiki on the internet and a pioneering platform for collaborative software development discussion.
  • B. SWE
    SWE is the three-letter ISO 3166-1 alpha-3 country code representing Sweden.
  • C. Reddit
    Reddit is a large, community-driven social media and discussion platform organized into topic-based forums called subreddits.
  • D. GitHub
    GitHub is a widely used web-based platform for version control and collaborative software development, built around the Git system and popular among open-source and enterprise projects.
  • E. Systers online community
    Systers online community is a long-running global email-based support and discussion network for women in computing and technology.
  • 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: Stack Overflow
Triple: [Bezos Expeditions, notableInvestmentIn, Stack Overflow]
Generated description
Stack Overflow is a leading question-and-answer website where programmers and developers share solutions to coding and software development problems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stack Overflow
Target entity description: Stack Overflow is a leading question-and-answer website where programmers and developers share solutions to coding and software development problems.
  • A. c2.com
    c2.com is the original WikiWikiWeb site created by Ward Cunningham, widely regarded as the first wiki on the internet and a pioneering platform for collaborative software development discussion.
  • B. SWE
    SWE is the three-letter ISO 3166-1 alpha-3 country code representing Sweden.
  • C. Reddit
    Reddit is a large, community-driven social media and discussion platform organized into topic-based forums called subreddits.
  • D. GitHub
    GitHub is a widely used web-based platform for version control and collaborative software development, built around the Git system and popular among open-source and enterprise projects.
  • E. Systers online community
    Systers online community is a long-running global email-based support and discussion network for women in computing and technology.
  • 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.