Triple

T10293531
Position Surface form Disambiguated ID Type / Status
Subject Tobey Marshall E241424 entity
Predicate hasAlly P600 FINISHED
Object Benny
Benny is a skilled and loyal member of Tobey Marshall’s street-racing crew in the film "Need for Speed."
 E856809 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: Benny | Statement: [Tobey Marshall, hasAlly, Benny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benny
Context triple: [Tobey Marshall, hasAlly, Benny]
  • A. Benny
    Benny is a common diminutive form of the given name Benedict, often used as a familiar or affectionate nickname.
  • B. Ben Benny
    Ben Benny is an alternate or lesser-known name associated with the American folklore giant Paul Bunyan.
  • C. Bennie
    Bennie is a masculine given name, often used as a diminutive of Benjamin or Bennett.
  • D. Bobby
    Bobby is a common diminutive or nickname for the given name Robert, often used in English-speaking countries.
  • E. Bobby
    "Bobby" is the second studio album by American R&B singer Bobby Brown, released in 1992 and known for its new jack swing sound and hit singles like "Humpin' Around."
  • 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: Benny
Triple: [Tobey Marshall, hasAlly, Benny]
Generated description
Benny is a skilled and loyal member of Tobey Marshall’s street-racing crew in the film "Need for Speed."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benny
Target entity description: Benny is a skilled and loyal member of Tobey Marshall’s street-racing crew in the film "Need for Speed."
  • A. Benny
    Benny is a common diminutive form of the given name Benedict, often used as a familiar or affectionate nickname.
  • B. Ben Benny
    Ben Benny is an alternate or lesser-known name associated with the American folklore giant Paul Bunyan.
  • C. Bennie
    Bennie is a masculine given name, often used as a diminutive of Benjamin or Bennett.
  • D. Bobby
    Bobby is a common diminutive or nickname for the given name Robert, often used in English-speaking countries.
  • E. Bobby
    "Bobby" is the second studio album by American R&B singer Bobby Brown, released in 1992 and known for its new jack swing sound and hit singles like "Humpin' Around."
  • 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_69d381aaafc08190af475ef58dc16aba completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2d46fb08190b7694290692e47dc completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7500fdd1c81909395469afb346f8b completed April 9, 2026, 7:06 a.m.
NEDg Description generation batch_69d75133588c819093af59327b951cd7 completed April 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69d751d4aa908190a825322ebf0066af completed April 9, 2026, 7:14 a.m.
Created at: April 6, 2026, 11:42 a.m.