Triple

T20043130
Position Surface form Disambiguated ID Type / Status
Subject Ganz E497480 entity
Predicate hasNotableBearer P458 FINISHED
Object George Ganz
George Ganz is an individual notable enough to be recognized as a namesake of the surname Ganz.
 E1408773 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: George Ganz | Statement: [Ganz, hasNotableBearer, George Ganz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Ganz
Context triple: [Ganz, hasNotableBearer, George Ganz]
  • A. Jeff Leer
    Jeff Leer was a linguist and scholar known for his extensive documentation and analysis of Indigenous languages of Alaska and the Yukon, including Tagish.
  • B. Edward Hinson
    Edward Hinson is a songwriter best known for his work on the track "What's My Name?".
  • C. John Mark Deutch
    John Mark Deutch is an American chemist, academic, and former government official who served as Director of Central Intelligence in the mid-1990s.
  • D. Thomas Beck
    Thomas Beck is a relatively obscure individual whose name is notably shared with the more widely recognized surname Beck.
  • E. John Gatins
    John Gatins is an American screenwriter, director, and actor best known for writing character-driven dramas such as the acclaimed film "Flight."
  • 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: George Ganz
Triple: [Ganz, hasNotableBearer, George Ganz]
Generated description
George Ganz is an individual notable enough to be recognized as a namesake of the surname Ganz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Ganz
Target entity description: George Ganz is an individual notable enough to be recognized as a namesake of the surname Ganz.
  • A. Jeff Leer
    Jeff Leer was a linguist and scholar known for his extensive documentation and analysis of Indigenous languages of Alaska and the Yukon, including Tagish.
  • B. Edward Hinson
    Edward Hinson is a songwriter best known for his work on the track "What's My Name?".
  • C. John Mark Deutch
    John Mark Deutch is an American chemist, academic, and former government official who served as Director of Central Intelligence in the mid-1990s.
  • D. Thomas Beck
    Thomas Beck is a relatively obscure individual whose name is notably shared with the more widely recognized surname Beck.
  • E. John Gatins
    John Gatins is an American screenwriter, director, and actor best known for writing character-driven dramas such as the acclaimed film "Flight."
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e662ed59bc8190a9ff25493e500ebb completed April 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0816015e4c8190a65c4713ee9823a6 completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816c0375c8190b940f3d0d6391b4c completed May 16, 2026, 7:03 a.m.
NED2 Entity disambiguation (via description) batch_6a081798cb48819084ab456f79b68eb9 completed May 16, 2026, 7:07 a.m.
Created at: April 11, 2026, 3:37 p.m.