Triple

T781268
Position Surface form Disambiguated ID Type / Status
Subject Alan Perlis E16500 entity
Predicate notableStudent P4838 FINISHED
Object Nico Habermann
Nico Habermann was a German-American computer scientist known for his contributions to programming languages, operating systems, and software engineering, and for his influential academic leadership at Carnegie Mellon University.
E136970 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: Nico Habermann | Statement: [Alan Perlis, notableStudent, Nico Habermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nico Habermann
Context triple: [Alan Perlis, notableStudent, Nico Habermann]
  • A. Tobias Fünke
    Tobias Fünke is a socially awkward, aspiring actor and former analyst-therapist known for his oblivious behavior and unintentional double entendres in the television series "Arrested Development."
  • B. Sebastian Rudolph
    Sebastian Rudolph is a German actor known for his work in film, television, and theater, including roles in historical and dramatic productions.
  • C. Lukas Haas
    Lukas Haas is an American actor known for his early breakthrough role in "Witness" (1985) and a diverse career spanning independent films and major Hollywood productions.
  • D. Marc Streitenfeld
    Marc Streitenfeld is a German film score composer best known for his frequent collaborations with director Ridley Scott on major Hollywood films.
  • E. Jochen Nickel
    Jochen Nickel is a German actor known for his character roles in films and television, including appearances in notable World War II dramas.
  • 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: Nico Habermann
Triple: [Alan Perlis, notableStudent, Nico Habermann]
Generated description
Nico Habermann was a German-American computer scientist known for his contributions to programming languages, operating systems, and software engineering, and for his influential academic leadership at Carnegie Mellon University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nico Habermann
Target entity description: Nico Habermann was a German-American computer scientist known for his contributions to programming languages, operating systems, and software engineering, and for his influential academic leadership at Carnegie Mellon University.
  • A. Tobias Fünke
    Tobias Fünke is a socially awkward, aspiring actor and former analyst-therapist known for his oblivious behavior and unintentional double entendres in the television series "Arrested Development."
  • B. Sebastian Rudolph
    Sebastian Rudolph is a German actor known for his work in film, television, and theater, including roles in historical and dramatic productions.
  • C. Lukas Haas
    Lukas Haas is an American actor known for his early breakthrough role in "Witness" (1985) and a diverse career spanning independent films and major Hollywood productions.
  • D. Marc Streitenfeld
    Marc Streitenfeld is a German film score composer best known for his frequent collaborations with director Ridley Scott on major Hollywood films.
  • E. Jochen Nickel
    Jochen Nickel is a German actor known for his character roles in films and television, including appearances in notable World War II dramas.
  • 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_69a4936ad1fc81908f190208059ccf78 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a751ea3481908a622d5255249883 completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac762a53b48190a4d98b0416b4697c completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac781ccf088190a32e313fbdec711f completed March 7, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69ac78b7eb4081908167456f8e461bcb completed March 7, 2026, 7:12 p.m.
Created at: March 1, 2026, 7:37 p.m.