Triple

T3495236
Position Surface form Disambiguated ID Type / Status
Subject Dope Body E73834 entity
Predicate hasMember P10 FINISHED
Object Andrew Laumann
Andrew Laumann is a musician best known as a member of the Baltimore noise-rock band Dope Body.
 E362352 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: Andrew Laumann | Statement: [Dope Body, hasMember, Andrew Laumann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Laumann
Context triple: [Dope Body, hasMember, Andrew Laumann]
  • A. Oliver Laumann
    Oliver Laumann is a software developer best known for creating the terminal multiplexer GNU Screen.
  • B. Norman H. Nie
    Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
  • C. Herbert Blumer
    Herbert Blumer was an American sociologist best known for coining the term "symbolic interactionism" and significantly shaping the Chicago School of sociology.
  • D. Martin Daly
    Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
  • E. Emanuel R. Piore
    Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
  • 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: Andrew Laumann
Triple: [Dope Body, hasMember, Andrew Laumann]
Generated description
Andrew Laumann is a musician best known as a member of the Baltimore noise-rock band Dope Body.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Laumann
Target entity description: Andrew Laumann is a musician best known as a member of the Baltimore noise-rock band Dope Body.
  • A. Oliver Laumann
    Oliver Laumann is a software developer best known for creating the terminal multiplexer GNU Screen.
  • B. Norman H. Nie
    Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
  • C. Herbert Blumer
    Herbert Blumer was an American sociologist best known for coining the term "symbolic interactionism" and significantly shaping the Chicago School of sociology.
  • D. Martin Daly
    Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
  • E. Emanuel R. Piore
    Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbb06fd08190b6c1fadfce4148f0 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373c5e1248190a4c42805fb9363f0 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b37442228c8190bc45782becd0642c completed March 13, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69b374bd5cdc81908a924a9f8b641a8d completed March 13, 2026, 2:21 a.m.
Created at: March 8, 2026, 3:18 p.m.