Triple

T14582424
Position Surface form Disambiguated ID Type / Status
Subject Roxanne Lee E342224 entity
Predicate notableWork P4 FINISHED
Object Pretty Hard Cases
Pretty Hard Cases is a Canadian television dramedy series that follows two mismatched female detectives tackling major crimes while juggling their complicated personal lives.
E1109128 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: Pretty Hard Cases | Statement: [Roxanne Lee, notableWork, Pretty Hard Cases]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pretty Hard Cases
Context triple: [Roxanne Lee, notableWork, Pretty Hard Cases]
  • A. The Tough Ones
    The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
  • B. The Difficult Kind
    "The Difficult Kind" is a blues-inflected rock ballad by Sheryl Crow, known for its emotionally charged lyrics and powerful vocal performance.
  • C. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • D. The Hard Way
    The Hard Way is a 1991 action-comedy film in which James Woods plays a tough New York cop reluctantly partnered with a pampered Hollywood actor, played by Michael J. Fox, who wants to learn how to be a real detective.
  • E. The Hard Way
    The Hard Way is a thriller novel in Lee Child’s Jack Reacher series, featuring the ex-military drifter investigating a high-stakes kidnapping conspiracy.
  • 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: Pretty Hard Cases
Triple: [Roxanne Lee, notableWork, Pretty Hard Cases]
Generated description
Pretty Hard Cases is a Canadian television dramedy series that follows two mismatched female detectives tackling major crimes while juggling their complicated personal lives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pretty Hard Cases
Target entity description: Pretty Hard Cases is a Canadian television dramedy series that follows two mismatched female detectives tackling major crimes while juggling their complicated personal lives.
  • A. The Tough Ones
    The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
  • B. The Difficult Kind
    "The Difficult Kind" is a blues-inflected rock ballad by Sheryl Crow, known for its emotionally charged lyrics and powerful vocal performance.
  • C. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • D. The Hard Way
    The Hard Way is a 1991 action-comedy film in which James Woods plays a tough New York cop reluctantly partnered with a pampered Hollywood actor, played by Michael J. Fox, who wants to learn how to be a real detective.
  • E. The Hard Way
    The Hard Way is a thriller novel in Lee Child’s Jack Reacher series, featuring the ex-military drifter investigating a high-stakes kidnapping conspiracy.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb41e71748190a1deacc819dd26d3 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94ba235c81909e0408ccf2be9628 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd9619f33881908e8d95ef09256d34 completed May 8, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69fd96e97ec48190aae9b25ce7154802 completed May 8, 2026, 7:55 a.m.
Created at: April 10, 2026, 1:24 a.m.