Triple

T2308218
Position Surface form Disambiguated ID Type / Status
Subject Midnight Cowboy E51890 entity
Predicate characterDescription P32702 FINISHED
Object Ratso Rizzo is a sickly con man
Ratso Rizzo is a frail, streetwise hustler from the film "Midnight Cowboy," known for his desperate schemes and tragic vulnerability.
 E252840 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: Ratso Rizzo is a sickly con man | Statement: [Midnight Cowboy, characterDescription, Ratso Rizzo is a sickly con man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ratso Rizzo is a sickly con man
Context triple: [Midnight Cowboy, characterDescription, Ratso Rizzo is a sickly con man]
  • A. Tito Burns
    Tito Burns was a British accordionist-turned-music manager and agent who became a prominent figure in the UK entertainment industry from the 1950s onward.
  • B. Rocco
    Rocco is a Brazilian publishing house known for releasing major international bestsellers, including works like Paulo Coelho’s "The Alchemist."
  • C. Paulie
    Paulie is a familiar diminutive form of the given name Paul, often used as an affectionate nickname.
  • D. Ricky
    Ricky is a common diminutive or nickname for the given name Richard.
  • E. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • 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: Ratso Rizzo is a sickly con man
Triple: [Midnight Cowboy, characterDescription, Ratso Rizzo is a sickly con man]
Generated description
Ratso Rizzo is a frail, streetwise hustler from the film "Midnight Cowboy," known for his desperate schemes and tragic vulnerability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ratso Rizzo is a sickly con man
Target entity description: Ratso Rizzo is a frail, streetwise hustler from the film "Midnight Cowboy," known for his desperate schemes and tragic vulnerability.
  • A. Tito Burns
    Tito Burns was a British accordionist-turned-music manager and agent who became a prominent figure in the UK entertainment industry from the 1950s onward.
  • B. Rocco
    Rocco is a Brazilian publishing house known for releasing major international bestsellers, including works like Paulo Coelho’s "The Alchemist."
  • C. Paulie
    Paulie is a familiar diminutive form of the given name Paul, often used as an affectionate nickname.
  • D. Ricky
    Ricky is a common diminutive or nickname for the given name Richard.
  • E. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc605cf808190a326e6c78e3f9166 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f379bbc8190b085b82e2e16401e completed March 9, 2026, 8:05 a.m.
NEDg Description generation batch_69ae8005a5688190b3ef308b55d377e7 completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae80c51b548190b44d6484b7644b1c completed March 9, 2026, 8:11 a.m.
Created at: March 4, 2026, 7:49 p.m.