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.