Triple

T4047079
Position Surface form Disambiguated ID Type / Status
Subject Oingo Boingo E84090 entity
Predicate album P1995 FINISHED
Object Dark at the End of the Tunnel
Dark at the End of the Tunnel is a late-period studio album by American new wave band Oingo Boingo, showcasing their blend of rock, ska, and experimental pop with darker, more introspective themes.
E408254 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: Dark at the End of the Tunnel | Statement: [Oingo Boingo, album, Dark at the End of the Tunnel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark at the End of the Tunnel
Context triple: [Oingo Boingo, album, Dark at the End of the Tunnel]
  • A. Darkness, Take My Hand
    Darkness, Take My Hand is a crime novel by Dennis Lehane featuring Boston private investigators Patrick Kenzie and Angela Gennaro as they confront a series of brutal, seemingly connected murders from their past.
  • B. Deep in the Night
    "Deep in the Night" is a 1978 soul and R&B album by legendary American singer Etta James, showcasing her powerful vocals in a mix of contemporary and classic styles.
  • C. Whistling in the Dark
    Whistling in the Dark is a reflective, often humorous collection of theological meditations and essays by American writer and minister Frederick Buechner.
  • D. I See a Darkness
    I See a Darkness is a critically acclaimed 1999 indie folk album by Bonnie "Prince" Billy, known for its stark, introspective songwriting and haunting, minimalist sound.
  • E. In the Night
    "In the Night" is a dark, synth-driven R&B/pop song by The Weeknd that explores themes of trauma and survival, released as a single from his album *Beauty Behind the Madness*.
  • 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: Dark at the End of the Tunnel
Triple: [Oingo Boingo, album, Dark at the End of the Tunnel]
Generated description
Dark at the End of the Tunnel is a late-period studio album by American new wave band Oingo Boingo, showcasing their blend of rock, ska, and experimental pop with darker, more introspective themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark at the End of the Tunnel
Target entity description: Dark at the End of the Tunnel is a late-period studio album by American new wave band Oingo Boingo, showcasing their blend of rock, ska, and experimental pop with darker, more introspective themes.
  • A. Darkness, Take My Hand
    Darkness, Take My Hand is a crime novel by Dennis Lehane featuring Boston private investigators Patrick Kenzie and Angela Gennaro as they confront a series of brutal, seemingly connected murders from their past.
  • B. Deep in the Night
    "Deep in the Night" is a 1978 soul and R&B album by legendary American singer Etta James, showcasing her powerful vocals in a mix of contemporary and classic styles.
  • C. Whistling in the Dark
    Whistling in the Dark is a reflective, often humorous collection of theological meditations and essays by American writer and minister Frederick Buechner.
  • D. I See a Darkness
    I See a Darkness is a critically acclaimed 1999 indie folk album by Bonnie "Prince" Billy, known for its stark, introspective songwriting and haunting, minimalist sound.
  • E. In the Night
    "In the Night" is a dark, synth-driven R&B/pop song by The Weeknd that explores themes of trauma and survival, released as a single from his album *Beauty Behind the Madness*.
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb62593c8190ab8462c4d9cd9d08 completed March 9, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5565466648190802a9b8fd88c3572 completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b556cdd05081909fea1fb0a58bc7d1 completed March 14, 2026, 12:38 p.m.
NED2 Entity disambiguation (via description) batch_69b557d445d081908f48fe3bd06f786e completed March 14, 2026, 12:43 p.m.
Created at: March 9, 2026, 3:37 p.m.