Triple

T8329474
Position Surface form Disambiguated ID Type / Status
Subject Any Which Way You Can E195038 entity
Predicate partOfSeries P1761 FINISHED
Object Every Which Way film series
The Every Which Way film series is a pair of Clint Eastwood action-comedy movies from the late 1970s and early 1980s that follow a trucker and bare-knuckle brawler and his orangutan companion on various misadventures.
 E725335 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: Every Which Way film series | Statement: [Any Which Way You Can, partOfSeries, Every Which Way film series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Every Which Way film series
Context triple: [Any Which Way You Can, partOfSeries, Every Which Way film series]
  • A. Father O'Malley film series
    The Father O'Malley film series is a set of classic mid-20th-century American films centered on the compassionate Catholic priest Father Chuck O'Malley, portrayed by Bing Crosby.
  • B. Road to... film series
    The "Road to..." film series is a collection of classic mid-20th-century comedy-adventure movies starring Bing Crosby, Bob Hope, and Dorothy Lamour, known for their musical numbers, improvisational humor, and breaking of the fourth wall.
  • C. The Ernest film series
    The Ernest film series is a collection of slapstick comedy movies centered on the bumbling but well-meaning character Ernest P. Worrell, popular in the 1980s and 1990s.
  • D. Ma and Pa Kettle film series
    The Ma and Pa Kettle film series is a popular mid-20th-century American comedy franchise featuring the bumbling rural couple Ma and Pa Kettle in a series of humorous misadventures.
  • E. Lew Harper film series
    The Lew Harper film series is a set of American neo-noir detective films starring Paul Newman as private investigator Lew Harper, adapted from Ross Macdonald’s hardboiled mystery novels.
  • 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: Every Which Way film series
Triple: [Any Which Way You Can, partOfSeries, Every Which Way film series]
Generated description
The Every Which Way film series is a pair of Clint Eastwood action-comedy movies from the late 1970s and early 1980s that follow a trucker and bare-knuckle brawler and his orangutan companion on various misadventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Every Which Way film series
Target entity description: The Every Which Way film series is a pair of Clint Eastwood action-comedy movies from the late 1970s and early 1980s that follow a trucker and bare-knuckle brawler and his orangutan companion on various misadventures.
  • A. Father O'Malley film series
    The Father O'Malley film series is a set of classic mid-20th-century American films centered on the compassionate Catholic priest Father Chuck O'Malley, portrayed by Bing Crosby.
  • B. Road to... film series
    The "Road to..." film series is a collection of classic mid-20th-century comedy-adventure movies starring Bing Crosby, Bob Hope, and Dorothy Lamour, known for their musical numbers, improvisational humor, and breaking of the fourth wall.
  • C. The Ernest film series
    The Ernest film series is a collection of slapstick comedy movies centered on the bumbling but well-meaning character Ernest P. Worrell, popular in the 1980s and 1990s.
  • D. Ma and Pa Kettle film series
    The Ma and Pa Kettle film series is a popular mid-20th-century American comedy franchise featuring the bumbling rural couple Ma and Pa Kettle in a series of humorous misadventures.
  • E. Lew Harper film series
    The Lew Harper film series is a set of American neo-noir detective films starring Paul Newman as private investigator Lew Harper, adapted from Ross Macdonald’s hardboiled mystery novels.
  • 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_69ca82e87f2c8190bdb71ee29dfc642d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fb812508190aed8a283dacf712e completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95c2c36481909793e9cd0c28168a completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab60ec308190a9001f9235e556b4 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2e3457c8190a2d0cb6eeb81c9ef completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.