Triple

T23023474
Position Surface form Disambiguated ID Type / Status
Subject Ben Parr E573232 entity
Predicate fictionalUniverse P3758 FINISHED
Object Mad Love universe
The Mad Love universe is a fictional setting centered on the character Ben Parr, featuring his stories, relationships, and the distinctive world that surrounds him.
E1566428 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: Mad Love universe | Statement: [Ben Parr, fictionalUniverse, Mad Love universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mad Love universe
Context triple: [Ben Parr, fictionalUniverse, Mad Love universe]
  • A. Mad Love
    "Mad Love" is a 1935 psychological horror film starring Peter Lorre (credited as László Löwenstein), known for its macabre tale of obsession and surgical mutilation.
  • B. Mad Love
    "Mad Love" is a popular dancehall-pop song by Jamaican artist Sean Paul, known for its catchy hook and club-friendly production.
  • C. Mad Love
    Mad Love is a 2010s American television series that blends romantic comedy with ensemble relationship drama set in New York City.
  • D. Mad Love
    "Mad Love" is a song featured on the British rock band Bush's 2017 album *Black and White Rainbows*.
  • E. Love Me Tonight universe
    The Love Me Tonight universe is the fictional setting of the 1932 musical romantic comedy film "Love Me Tonight," encompassing its whimsical European kingdom, characters, and events.
  • 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: Mad Love universe
Triple: [Ben Parr, fictionalUniverse, Mad Love universe]
Generated description
The Mad Love universe is a fictional setting centered on the character Ben Parr, featuring his stories, relationships, and the distinctive world that surrounds him.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mad Love universe
Target entity description: The Mad Love universe is a fictional setting centered on the character Ben Parr, featuring his stories, relationships, and the distinctive world that surrounds him.
  • A. Mad Love
    "Mad Love" is a 1935 psychological horror film starring Peter Lorre (credited as László Löwenstein), known for its macabre tale of obsession and surgical mutilation.
  • B. Mad Love
    "Mad Love" is a popular dancehall-pop song by Jamaican artist Sean Paul, known for its catchy hook and club-friendly production.
  • C. Mad Love
    Mad Love is a 2010s American television series that blends romantic comedy with ensemble relationship drama set in New York City.
  • D. Mad Love
    "Mad Love" is a song featured on the British rock band Bush's 2017 album *Black and White Rainbows*.
  • E. Love Me Tonight universe
    The Love Me Tonight universe is the fictional setting of the 1932 musical romantic comedy film "Love Me Tonight," encompassing its whimsical European kingdom, characters, and events.
  • 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_69e245b821008190b0e09cb02092aae1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1847b86688190b678d0d09ecd3c3d completed April 29, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2afe2788190844de1fc670d661b completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfa3b17c88190b5f2d6386f157f72 completed May 19, 2026, 5:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfad6a38c8190a77f93dcaab644b7 completed May 19, 2026, 5:53 a.m.
Created at: April 17, 2026, 3:52 p.m.