Triple

T6828678
Position Surface form Disambiguated ID Type / Status
Subject Ochs E157080 entity
Predicate hasNotableBearer P458 FINISHED
Object Matthias Ochs
Matthias Ochs is a person notable enough to be recognized as a bearer of the surname Ochs, though specific widely known biographical details about him are not clearly established.
 E623958 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: Matthias Ochs | Statement: [Ochs, hasNotableBearer, Matthias Ochs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matthias Ochs
Context triple: [Ochs, hasNotableBearer, Matthias Ochs]
  • A. Andreas Ochs
    Andreas Ochs is a German professional football goalkeeper known for playing in the German league system.
  • B. Jonas Schneider
    Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
  • C. Peter Vinnemeier
    Peter Vinnemeier is a German entrepreneur best known as a co-founder of the global hotel search and price comparison platform Trivago.
  • D. Paul Knabenshue
    Paul Knabenshue was an American diplomat best known for serving as the first U.S. Ambassador to Iraq in the early 20th century.
  • E. Erik Heinrichs
    Erik Heinrichs was a Finnish general and senior military leader who played a key role in directing Finland’s armed forces during World War II.
  • 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: Matthias Ochs
Triple: [Ochs, hasNotableBearer, Matthias Ochs]
Generated description
Matthias Ochs is a person notable enough to be recognized as a bearer of the surname Ochs, 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: Matthias Ochs
Target entity description: Matthias Ochs is a person notable enough to be recognized as a bearer of the surname Ochs, though specific widely known biographical details about him are not clearly established.
  • A. Andreas Ochs
    Andreas Ochs is a German professional football goalkeeper known for playing in the German league system.
  • B. Jonas Schneider
    Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
  • C. Peter Vinnemeier
    Peter Vinnemeier is a German entrepreneur best known as a co-founder of the global hotel search and price comparison platform Trivago.
  • D. Paul Knabenshue
    Paul Knabenshue was an American diplomat best known for serving as the first U.S. Ambassador to Iraq in the early 20th century.
  • E. Erik Heinrichs
    Erik Heinrichs was a Finnish general and senior military leader who played a key role in directing Finland’s armed forces during World War II.
  • 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6254bd88190a2a424537c2c12e2 completed March 27, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fab60708190825876e5715c0cc4 completed March 28, 2026, 1:32 a.m.
NEDg Description generation batch_69c7374ba15081909353f52e432a96e0 completed March 28, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_69c737b1481c8190a0b590c841ea079f completed March 28, 2026, 2:06 a.m.
Created at: March 27, 2026, 2:18 p.m.