Triple

T15132445
Position Surface form Disambiguated ID Type / Status
Subject Armed and Dangerous E361452 entity
Predicate screenwriter P2831 FINISHED
Object Bo Goldmann
Bo Goldmann is a screenwriter best known for his work on the comedy film "Armed and Dangerous."
E1151450 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: Bo Goldmann | Statement: [Armed and Dangerous, screenwriter, Bo Goldmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bo Goldmann
Context triple: [Armed and Dangerous, screenwriter, Bo Goldmann]
  • A. Albert Goldman
    Albert Goldman is a flamboyant, neurotic drag performer and partner to nightclub owner Armand in the comedy film "The Birdcage."
  • B. Mort Goldman
    Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
  • C. Steven Goldmann
    Steven Goldmann was a Canadian music video and film director best known for his prolific work in country music videos during the 1990s and 2000s.
  • D. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • E. George Goldner
    George Goldner was an influential American record executive and producer known for founding several prominent independent labels that helped shape early rock and roll, doo-wop, and Latin music.
  • 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: Bo Goldmann
Triple: [Armed and Dangerous, screenwriter, Bo Goldmann]
Generated description
Bo Goldmann is a screenwriter best known for his work on the comedy film "Armed and Dangerous."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bo Goldmann
Target entity description: Bo Goldmann is a screenwriter best known for his work on the comedy film "Armed and Dangerous."
  • A. Albert Goldman
    Albert Goldman is a flamboyant, neurotic drag performer and partner to nightclub owner Armand in the comedy film "The Birdcage."
  • B. Mort Goldman
    Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
  • C. Steven Goldmann
    Steven Goldmann was a Canadian music video and film director best known for his prolific work in country music videos during the 1990s and 2000s.
  • D. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • E. George Goldner
    George Goldner was an influential American record executive and producer known for founding several prominent independent labels that helped shape early rock and roll, doo-wop, and Latin music.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005b29a4c819087f8818e3f5788f5 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff01d9af308190b0103cec0fb8d87d completed May 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ff03a0ec20819088df92542d404290 completed May 9, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69ff03ffd8788190ae82e6b7b1bce674 completed May 9, 2026, 9:53 a.m.
Created at: April 10, 2026, 3:06 a.m.