Triple

T4651176
Position Surface form Disambiguated ID Type / Status
Subject Tom B. Brown E102297 entity
Predicate hasCoAuthor P2389 FINISHED
Object Mateusz Litwin
Mateusz Litwin is a researcher known for co-authoring influential work in large-scale machine learning and language models alongside Tom B. Brown.
 E457868 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: Mateusz Litwin | Statement: [Tom B. Brown, hasCoAuthor, Mateusz Litwin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mateusz Litwin
Context triple: [Tom B. Brown, hasCoAuthor, Mateusz Litwin]
  • A. Mateusz Dróżdż
    Mateusz Dróżdż is a Polish football executive best known for serving as chairman of the historic club Widzew Łódź.
  • B. Radosław Majdan
    Radosław Majdan is a retired Polish goalkeeper and media personality who played for clubs including Pogoń Szczecin and represented Poland at international level.
  • C. Kamil Myśliwiec
    Kamil Myśliwiec is a Polish software engineer and entrepreneur best known as the founder and lead maintainer of the NestJS framework for building scalable server-side applications in Node.js.
  • D. Tomasz Arciszewski
    Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
  • E. Krzysztof Zdzitowiecki
    Krzysztof Zdzitowiecki is a Polish mountaineer known for participating in the first ascent of the Himalayan peak Gasherbrum III.
  • 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: Mateusz Litwin
Triple: [Tom B. Brown, hasCoAuthor, Mateusz Litwin]
Generated description
Mateusz Litwin is a researcher known for co-authoring influential work in large-scale machine learning and language models alongside Tom B. Brown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mateusz Litwin
Target entity description: Mateusz Litwin is a researcher known for co-authoring influential work in large-scale machine learning and language models alongside Tom B. Brown.
  • A. Mateusz Dróżdż
    Mateusz Dróżdż is a Polish football executive best known for serving as chairman of the historic club Widzew Łódź.
  • B. Radosław Majdan
    Radosław Majdan is a retired Polish goalkeeper and media personality who played for clubs including Pogoń Szczecin and represented Poland at international level.
  • C. Kamil Myśliwiec
    Kamil Myśliwiec is a Polish software engineer and entrepreneur best known as the founder and lead maintainer of the NestJS framework for building scalable server-side applications in Node.js.
  • D. Tomasz Arciszewski
    Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
  • E. Krzysztof Zdzitowiecki
    Krzysztof Zdzitowiecki is a Polish mountaineer known for participating in the first ascent of the Himalayan peak Gasherbrum III.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6c3d1cb88190a42919dcbfe2568c completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfae7636881908244b86cba1c66b7 completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfbc12acc8190b8116a6003abb3e3 completed March 21, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc44536c8190a71e52b0690a7570 completed March 21, 2026, 2:02 a.m.
Created at: March 20, 2026, 1:14 p.m.