Triple

T14350117
Position Surface form Disambiguated ID Type / Status
Subject Bulletproof Wallets E355830 entity
Predicate hasTrack P3284 FINISHED
Object Walking Through the Darkness
"Walking Through the Darkness" is a song featured on Ghostface Killah’s hip-hop album "Bulletproof Wallets."
E1095160 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: Walking Through the Darkness | Statement: [Bulletproof Wallets, hasTrack, Walking Through the Darkness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walking Through the Darkness
Context triple: [Bulletproof Wallets, hasTrack, Walking Through the Darkness]
  • A. Into That Darkness
    Into That Darkness is a non-fiction work of investigative journalism and moral inquiry in which Gitta Sereny explores the life, motivations, and crimes of Nazi commandant Franz Stangl and the machinery of the Holocaust.
  • B. Walking Through Torments
    "Walking Through Torments" is a historical novel trilogy by Russian writer Alexei Tolstoy that follows the fate of a bourgeois family amid the upheavals of the Russian Revolution and Civil War.
  • C. 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.
  • D. 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.
  • E. Even in Darkness
    Even in Darkness is a 2001 collaborative hip hop album by the Dungeon Family collective, showcasing members like Outkast and Goodie Mob over Southern-fried, funk-influenced production.
  • 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: Walking Through the Darkness
Triple: [Bulletproof Wallets, hasTrack, Walking Through the Darkness]
Generated description
"Walking Through the Darkness" is a song featured on Ghostface Killah’s hip-hop album "Bulletproof Wallets."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walking Through the Darkness
Target entity description: "Walking Through the Darkness" is a song featured on Ghostface Killah’s hip-hop album "Bulletproof Wallets."
  • A. Into That Darkness
    Into That Darkness is a non-fiction work of investigative journalism and moral inquiry in which Gitta Sereny explores the life, motivations, and crimes of Nazi commandant Franz Stangl and the machinery of the Holocaust.
  • B. Walking Through Torments
    "Walking Through Torments" is a historical novel trilogy by Russian writer Alexei Tolstoy that follows the fate of a bourgeois family amid the upheavals of the Russian Revolution and Civil War.
  • C. 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.
  • D. 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.
  • E. Even in Darkness
    Even in Darkness is a 2001 collaborative hip hop album by the Dungeon Family collective, showcasing members like Outkast and Goodie Mob over Southern-fried, funk-influenced production.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f4e1e588190bdc7aaf7a2819948 completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c4335e481909d4db39b8d25edc9 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4e795948819097c43e30902f1654 completed May 8, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f04d7ec819095b64d4811440166 completed May 8, 2026, 2:48 a.m.
Created at: April 10, 2026, 1:14 a.m.