Triple

T11543880
Position Surface form Disambiguated ID Type / Status
Subject Torchlight E273734 entity
Predicate writer P1360 FINISHED
Object Max Schaefer
Max Schaefer is an author best known for his work on the fantasy action role-playing game series Torchlight.
 E930793 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: Max Schaefer | Statement: [Torchlight, writer, Max Schaefer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Max Schaefer
Context triple: [Torchlight, writer, Max Schaefer]
  • A. Arthur Hoerl
    Arthur Hoerl was an American screenwriter active during the early to mid-20th century, known for his work on numerous low-budget and genre films.
  • B. August Eberstein
    August Eberstein was a German engineer and entrepreneur best known as one of the original creators of the Montblanc luxury fountain pen brand in the early 20th century.
  • C. Ed Shaughnessy
    Ed Shaughnessy was an American jazz drummer best known for his long tenure with Doc Severinsen’s band on The Tonight Show Starring Johnny Carson.
  • D. Bert Shefter
    Bert Shefter was a film composer best known for his collaborations on mid-20th-century science fiction and horror movie scores.
  • E. Fritz Howard
    Fritz Howard is a fictional FBI agent-turned-LAPD Deputy Chief on the TV series "The Closer" and its spinoff "Major Crimes," known for his professional integrity and close partnership with Brenda Leigh Johnson.
  • 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: Max Schaefer
Triple: [Torchlight, writer, Max Schaefer]
Generated description
Max Schaefer is an author best known for his work on the fantasy action role-playing game series Torchlight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Max Schaefer
Target entity description: Max Schaefer is an author best known for his work on the fantasy action role-playing game series Torchlight.
  • A. Arthur Hoerl
    Arthur Hoerl was an American screenwriter active during the early to mid-20th century, known for his work on numerous low-budget and genre films.
  • B. August Eberstein
    August Eberstein was a German engineer and entrepreneur best known as one of the original creators of the Montblanc luxury fountain pen brand in the early 20th century.
  • C. Ed Shaughnessy
    Ed Shaughnessy was an American jazz drummer best known for his long tenure with Doc Severinsen’s band on The Tonight Show Starring Johnny Carson.
  • D. Bert Shefter
    Bert Shefter was a film composer best known for his collaborations on mid-20th-century science fiction and horror movie scores.
  • E. Fritz Howard
    Fritz Howard is a fictional FBI agent-turned-LAPD Deputy Chief on the TV series "The Closer" and its spinoff "Major Crimes," known for his professional integrity and close partnership with Brenda Leigh Johnson.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d886e1d754819089f3b6be3404fa0b completed April 10, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69e685cc855881908ea96d84c76e3a4d completed April 20, 2026, 8 p.m.
NEDg Description generation batch_69e68fd9d1b88190ba6057a52f51c961 completed April 20, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69e69f3de9208190b65f25c3e2d6e222 completed April 20, 2026, 9:48 p.m.
Created at: April 8, 2026, 9:37 p.m.