Triple

T12513065
Position Surface form Disambiguated ID Type / Status
Subject Bob Balaban E299127 entity
Predicate directed P7373 FINISHED
Object The Last Good Time
The Last Good Time is a 1994 independent drama film about a reclusive retired musician whose solitary life is disrupted by a troubled young woman, directed by actor-filmmaker Bob Balaban.
 E1005800 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: The Last Good Time | Statement: [Bob Balaban, directed, The Last Good Time]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Last Good Time
Context triple: [Bob Balaban, directed, The Last Good Time]
  • A. A Good Time
    A Good Time is a 2019 Afrobeats studio album by Nigerian singer Davido, featuring hit singles and collaborations with several international artists.
  • B. Here for a Good Time
    "Here for a Good Time" is a country song and album by George Strait that reflects his signature traditional style and became one of his later-career hits.
  • C. A Better Time
    A Better Time is a 2020 studio album by Nigerian Afrobeats artist Davido, featuring a blend of Afro-pop, dancehall, and international collaborations.
  • D. After Last Night
    "After Last Night" is a smooth, retro-inspired R&B track by Silk Sonic that showcases lush instrumentation and soulful vocals in a romantic, late-night setting.
  • E. The Last Time
    "The Last Time" is a song by Rihanna from her debut studio album, Music of the Sun, showcasing her early blend of Caribbean-influenced pop and R&B.
  • 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: The Last Good Time
Triple: [Bob Balaban, directed, The Last Good Time]
Generated description
The Last Good Time is a 1994 independent drama film about a reclusive retired musician whose solitary life is disrupted by a troubled young woman, directed by actor-filmmaker Bob Balaban.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Last Good Time
Target entity description: The Last Good Time is a 1994 independent drama film about a reclusive retired musician whose solitary life is disrupted by a troubled young woman, directed by actor-filmmaker Bob Balaban.
  • A. A Good Time
    A Good Time is a 2019 Afrobeats studio album by Nigerian singer Davido, featuring hit singles and collaborations with several international artists.
  • B. Here for a Good Time
    "Here for a Good Time" is a country song and album by George Strait that reflects his signature traditional style and became one of his later-career hits.
  • C. A Better Time
    A Better Time is a 2020 studio album by Nigerian Afrobeats artist Davido, featuring a blend of Afro-pop, dancehall, and international collaborations.
  • D. After Last Night
    "After Last Night" is a smooth, retro-inspired R&B track by Silk Sonic that showcases lush instrumentation and soulful vocals in a romantic, late-night setting.
  • E. The Last Time
    "The Last Time" is a song by Rihanna from her debut studio album, Music of the Sun, showcasing her early blend of Caribbean-influenced pop and R&B.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541e752c8190bf12d2b5a37b53df completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b82189081908deb76cdd4e65245 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69ce497f48190a58a3c15d1ab176d completed May 3, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69f69d870a588190aa1444209085ed7e completed May 3, 2026, 12:57 a.m.
Created at: April 8, 2026, 9:57 p.m.