Triple

T16810622
Position Surface form Disambiguated ID Type / Status
Subject Suburban Commando E408597 entity
Predicate character P662 FINISHED
Object Shep Ramsey
Shep Ramsey is the tough, intergalactic warrior protagonist played by Hulk Hogan in the 1991 sci-fi comedy film "Suburban Commando."
E1234470 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: Shep Ramsey | Statement: [Suburban Commando, character, Shep Ramsey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shep Ramsey
Context triple: [Suburban Commando, character, Shep Ramsey]
  • A. Daryl Sattler
    Daryl Sattler is an American professional soccer goalkeeper best known for his standout performances in the North American Soccer League, particularly with the San Antonio Scorpions.
  • B. Shep Pettibone
    Shep Pettibone is an American record producer, remixer, and DJ best known for his influential work in 1980s and 1990s pop and dance music, including collaborations with artists like Madonna.
  • C. Bob Stinson
    Bob Stinson was an American guitarist best known as the original lead guitarist and a founding member of the influential alternative rock band The Replacements.
  • D. Miles Burke
    Miles Burke is one of the children of American actress Joan Cusack.
  • E. Jimmy Sheptock
    Jimmy Sheptock is an American collegiate wrestler best known as an NCAA All-American and national finalist for the University of Maryland Terrapins.
  • 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: Shep Ramsey
Triple: [Suburban Commando, character, Shep Ramsey]
Generated description
Shep Ramsey is the tough, intergalactic warrior protagonist played by Hulk Hogan in the 1991 sci-fi comedy film "Suburban Commando."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shep Ramsey
Target entity description: Shep Ramsey is the tough, intergalactic warrior protagonist played by Hulk Hogan in the 1991 sci-fi comedy film "Suburban Commando."
  • A. Daryl Sattler
    Daryl Sattler is an American professional soccer goalkeeper best known for his standout performances in the North American Soccer League, particularly with the San Antonio Scorpions.
  • B. Shep Pettibone
    Shep Pettibone is an American record producer, remixer, and DJ best known for his influential work in 1980s and 1990s pop and dance music, including collaborations with artists like Madonna.
  • C. Bob Stinson
    Bob Stinson was an American guitarist best known as the original lead guitarist and a founding member of the influential alternative rock band The Replacements.
  • D. Miles Burke
    Miles Burke is one of the children of American actress Joan Cusack.
  • E. Jimmy Sheptock
    Jimmy Sheptock is an American collegiate wrestler best known as an NCAA All-American and national finalist for the University of Maryland Terrapins.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2cf680c8190bcd640570c524918 completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b290d8e4819082880444b42ffa43 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b33f21a48190b3178aa1241bb85a completed May 10, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a00b3afb3708190ab7d78561a2e778c completed May 10, 2026, 4:34 p.m.
Created at: April 10, 2026, 5:23 a.m.