Triple

T10597704
Position Surface form Disambiguated ID Type / Status
Subject Herzberg E250159 entity
Predicate hasNotableBearer P458 FINISHED
Object Gustav Herzberg
Gustav Herzberg was a 19th-century German classical philologist and historian known for his scholarly work on ancient Greek and Roman literature and history.
 E875944 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: Gustav Herzberg | Statement: [Herzberg, hasNotableBearer, Gustav Herzberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gustav Herzberg
Context triple: [Herzberg, hasNotableBearer, Gustav Herzberg]
  • A. Gerhard Herzberg
    Gerhard Herzberg was a German-Canadian physicist and physical chemist renowned for his pioneering work in molecular spectroscopy, for which he received the 1971 Nobel Prize in Chemistry.
  • B. David Hirschfelder
    David Hirschfelder is an Australian composer and musician best known for his acclaimed film scores and work on major international movies.
  • C. Alfred Landé
    Alfred Landé was a German-American physicist best known for his work in quantum theory and atomic spectroscopy, including the introduction of the Landé g-factor.
  • D. Herman Feshbach
    Herman Feshbach was an influential American theoretical physicist known for his work in nuclear physics and his long association with the Massachusetts Institute of Technology.
  • E. Meinhard E. Mayer
    Meinhard E. Mayer is a physicist and academic known for his contributions to theoretical and classical mechanics, including coauthoring the influential textbook "Structure and Interpretation of Classical Mechanics."
  • 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: Gustav Herzberg
Triple: [Herzberg, hasNotableBearer, Gustav Herzberg]
Generated description
Gustav Herzberg was a 19th-century German classical philologist and historian known for his scholarly work on ancient Greek and Roman literature and history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gustav Herzberg
Target entity description: Gustav Herzberg was a 19th-century German classical philologist and historian known for his scholarly work on ancient Greek and Roman literature and history.
  • A. Gerhard Herzberg
    Gerhard Herzberg was a German-Canadian physicist and physical chemist renowned for his pioneering work in molecular spectroscopy, for which he received the 1971 Nobel Prize in Chemistry.
  • B. David Hirschfelder
    David Hirschfelder is an Australian composer and musician best known for his acclaimed film scores and work on major international movies.
  • C. Alfred Landé
    Alfred Landé was a German-American physicist best known for his work in quantum theory and atomic spectroscopy, including the introduction of the Landé g-factor.
  • D. Herman Feshbach
    Herman Feshbach was an influential American theoretical physicist known for his work in nuclear physics and his long association with the Massachusetts Institute of Technology.
  • E. Meinhard E. Mayer
    Meinhard E. Mayer is a physicist and academic known for his contributions to theoretical and classical mechanics, including coauthoring the influential textbook "Structure and Interpretation of Classical Mechanics."
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5278e5d5481908f4e19c52bd80327 completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b6109f08190915953e0ab708981 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96dee84f48190bf5b0cb1115a8bba completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d9708824208190acf75933962d690f completed April 10, 2026, 9:50 p.m.
Created at: April 6, 2026, 12:41 p.m.