Triple

T11245515
Position Surface form Disambiguated ID Type / Status
Subject Dave Schultz E266192 entity
Predicate nickname P55 FINISHED
Object The Hammer
The Hammer is the nickname of Dave Schultz, a hard-hitting former NHL enforcer best known for his physical play with the Philadelphia Flyers in the 1970s.
 E913623 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: The Hammer | Statement: [Dave Schultz, nickname, The Hammer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Hammer
Context triple: [Dave Schultz, nickname, The Hammer]
  • A. The Hammer
    The Hammer is a popular nickname for the Canadian city of Hamilton, Ontario, reflecting its gritty, industrial character and strong working-class identity.
  • B. The Hammer
    The Hammer is the nickname of Hank Aaron, the legendary Major League Baseball slugger who broke Babe Ruth’s career home run record.
  • C. The Hammer
    The Hammer is the nickname of American curler Matt Hamilton, known for his powerful shots and distinctive personality on the ice.
  • D. The Hammer
    The Hammer is the nickname of Fred Williamson, a former American football defensive back who became a prominent actor and director, especially known for his roles in 1970s blaxploitation films.
  • E. The Hammer
    The Hammer is the nickname of mixed martial artist and former UFC champion Matt Hamilton, known for his powerful striking style.
  • 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: The Hammer
Triple: [Dave Schultz, nickname, The Hammer]
Generated description
The Hammer is the nickname of Dave Schultz, a hard-hitting former NHL enforcer best known for his physical play with the Philadelphia Flyers in the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Hammer
Target entity description: The Hammer is the nickname of Dave Schultz, a hard-hitting former NHL enforcer best known for his physical play with the Philadelphia Flyers in the 1970s.
  • A. The Hammer
    The Hammer is the nickname of mixed martial artist and former UFC champion Matt Hamilton, known for his powerful striking style.
  • B. The Hammer
    The Hammer is a popular nickname for the Canadian city of Hamilton, Ontario, reflecting its gritty, industrial character and strong working-class identity.
  • C. The Hammer
    The Hammer is the nickname of Hank Aaron, the legendary Major League Baseball slugger who broke Babe Ruth’s career home run record.
  • D. The Hammer
    The Hammer is the nickname of American curler Matt Hamilton, known for his powerful shots and distinctive personality on the ice.
  • E. The Hammer
    The Hammer is the nickname of Fred Williamson, a former American football defensive back who became a prominent actor and director, especially known for his roles in 1970s blaxploitation films.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e91c045c81908a9024a8aee32f4d completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad8c3bec8190987451ab73e79011 completed April 19, 2026, 10:25 a.m.
NEDg Description generation batch_69e4b12eee348190bee6c84587e4955d completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4be2bb8c88190a21773b0c43b6b99 completed April 19, 2026, 11:36 a.m.
Created at: April 8, 2026, 9:31 p.m.