Triple

T19872618
Position Surface form Disambiguated ID Type / Status
Subject Calling All Hearts E477555 entity
Predicate hasPart P35 FINISHED
Object Last Hangover
Last Hangover is a track featured on the R&B album "Calling All Hearts" by American singer Keyshia Cole.
E1399788 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: Last Hangover | Statement: [Calling All Hearts, hasPart, Last Hangover]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Last Hangover
Context triple: [Calling All Hearts, hasPart, Last Hangover]
  • A. The Hangover
    The Hangover is a 2009 comedy film about a group of friends who must retrace their steps after a wild, forgotten bachelor party in Las Vegas to find their missing groom.
  • B. The Hangover
    The Hangover is a song by American rapper Obie Trice, known for its hard-hitting lyrics and gritty, confessional style.
  • C. The Hangover
    The Hangover is a hard rock solo album by former Guns N' Roses guitarist Gilby Clarke, showcasing his gritty guitar work and straightforward rock songwriting.
  • D. Hangover
    "Hangover" is a 2011 dance-pop party anthem by British singer Taio Cruz, known for its club-ready production and lyrics about heavy drinking and wild nights out.
  • E. The Hangover Part II
    The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
  • 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: Last Hangover
Triple: [Calling All Hearts, hasPart, Last Hangover]
Generated description
Last Hangover is a track featured on the R&B album "Calling All Hearts" by American singer Keyshia Cole.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Last Hangover
Target entity description: Last Hangover is a track featured on the R&B album "Calling All Hearts" by American singer Keyshia Cole.
  • A. The Hangover
    The Hangover is a 2009 comedy film about a group of friends who must retrace their steps after a wild, forgotten bachelor party in Las Vegas to find their missing groom.
  • B. The Hangover
    The Hangover is a song by American rapper Obie Trice, known for its hard-hitting lyrics and gritty, confessional style.
  • C. The Hangover
    The Hangover is a hard rock solo album by former Guns N' Roses guitarist Gilby Clarke, showcasing his gritty guitar work and straightforward rock songwriting.
  • D. Hangover
    "Hangover" is a 2011 dance-pop party anthem by British singer Taio Cruz, known for its club-ready production and lyrics about heavy drinking and wild nights out.
  • E. The Hangover Part II
    The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658d826f88190be04188997952d1b completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc44f748190a65d88890960d90b completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dc854a0c8190b0da81ead6b9cfc1 completed May 16, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd45e93c8190b14c23487398a8ec completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:51 p.m.