Triple

T8253125
Position Surface form Disambiguated ID Type / Status
Subject Spies E193003 entity
Predicate hasNotableBearer P458 FINISHED
Object Klaus Spies
Klaus Spies is a person notable enough to be recognized as a bearer of the surname Spies, though specific widely known biographical details about him are not clearly established.
 E734091 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: Klaus Spies | Statement: [Spies, hasNotableBearer, Klaus Spies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klaus Spies
Context triple: [Spies, hasNotableBearer, Klaus Spies]
  • A. Lars Brandt
    Lars Brandt is a German author and filmmaker best known as a son of former German chancellor Willy Brandt.
  • B. Jürgen Marcussen
    Jürgen Marcussen was a Danish organ builder best known as the founder of the renowned pipe organ manufacturing firm Marcussen & Søn.
  • C. Klaus Lange
    Klaus Lange is a German politician who served as a member of the Bundestag representing the Social Democratic Party (SPD).
  • D. Carsten Schack
    Carsten Schack, better known as Soulshock, is a Danish record producer and songwriter renowned for his work as one half of the R&B and pop production duo Soulshock & Karlin.
  • E. Dirk Nannes
    Dirk Nannes is a former Dutch-Australian fast bowler known for his successful Twenty20 career and for representing both the Netherlands and Australia in international cricket.
  • 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: Klaus Spies
Triple: [Spies, hasNotableBearer, Klaus Spies]
Generated description
Klaus Spies is a person notable enough to be recognized as a bearer of the surname Spies, though specific widely known biographical details about him are not clearly established.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Klaus Spies
Target entity description: Klaus Spies is a person notable enough to be recognized as a bearer of the surname Spies, though specific widely known biographical details about him are not clearly established.
  • A. Lars Brandt
    Lars Brandt is a German author and filmmaker best known as a son of former German chancellor Willy Brandt.
  • B. Jürgen Marcussen
    Jürgen Marcussen was a Danish organ builder best known as the founder of the renowned pipe organ manufacturing firm Marcussen & Søn.
  • C. Klaus Lange
    Klaus Lange is a German politician who served as a member of the Bundestag representing the Social Democratic Party (SPD).
  • D. Carsten Schack
    Carsten Schack, better known as Soulshock, is a Danish record producer and songwriter renowned for his work as one half of the R&B and pop production duo Soulshock & Karlin.
  • E. Dirk Nannes
    Dirk Nannes is a former Dutch-Australian fast bowler known for his successful Twenty20 career and for representing both the Netherlands and Australia in international cricket.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78cbc7cc81909931440e95d6e691 completed March 31, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce1cd748708190a353469043f3046a completed April 2, 2026, 7:37 a.m.
NEDg Description generation batch_69ce1e3a269481908ea191ff28ea1313 completed April 2, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69ce1ef9fb208190a50b4d8a595f5fdb completed April 2, 2026, 7:47 a.m.
Created at: March 30, 2026, 5:48 p.m.