Triple

T5699450
Position Surface form Disambiguated ID Type / Status
Subject Mobb Deep E125621 entity
Predicate notableSong P4 FINISHED
Object Hell on Earth (Front Lines)
"Hell on Earth (Front Lines)" is a gritty, hardcore hip-hop track by Mobb Deep known for its dark production and vivid street narratives emblematic of the duo's mid-1990s sound.
 E539366 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: Hell on Earth (Front Lines) | Statement: [Mobb Deep, notableSong, Hell on Earth (Front Lines)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hell on Earth (Front Lines)
Context triple: [Mobb Deep, notableSong, Hell on Earth (Front Lines)]
  • A. Scorched Earth
    Scorched Earth is a large-scale abstract painting by American artist Mark Bradford that confronts themes of race, history, and urban change through layered, collaged materials and expressive mark-making.
  • B. A Small Corner of Hell
    A Small Corner of Hell is a non-fiction book by Russian journalist Anna Politkovskaya that documents human rights abuses and the brutal realities of the Second Chechen War.
  • C. Behind the Front
    "Behind the Front" is the debut studio album by American hip hop group Black Eyed Peas, showcasing their early alternative and socially conscious rap style before their later pop-oriented success.
  • D. Hell Is for Heroes
    Hell Is for Heroes is a 1962 World War II combat film directed by Don Siegel, known for its gritty realism and starring Steve McQueen as a troubled American soldier.
  • E. On Deadly Ground
    On Deadly Ground is a 1994 action film directed by and starring Steven Seagal, centered on an environmentalist oil-rig firefighter battling corporate corruption in Alaska.
  • 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: Hell on Earth (Front Lines)
Triple: [Mobb Deep, notableSong, Hell on Earth (Front Lines)]
Generated description
"Hell on Earth (Front Lines)" is a gritty, hardcore hip-hop track by Mobb Deep known for its dark production and vivid street narratives emblematic of the duo's mid-1990s sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hell on Earth (Front Lines)
Target entity description: "Hell on Earth (Front Lines)" is a gritty, hardcore hip-hop track by Mobb Deep known for its dark production and vivid street narratives emblematic of the duo's mid-1990s sound.
  • A. Scorched Earth
    Scorched Earth is a large-scale abstract painting by American artist Mark Bradford that confronts themes of race, history, and urban change through layered, collaged materials and expressive mark-making.
  • B. A Small Corner of Hell
    A Small Corner of Hell is a non-fiction book by Russian journalist Anna Politkovskaya that documents human rights abuses and the brutal realities of the Second Chechen War.
  • C. Behind the Front
    "Behind the Front" is the debut studio album by American hip hop group Black Eyed Peas, showcasing their early alternative and socially conscious rap style before their later pop-oriented success.
  • D. Hell Is for Heroes
    Hell Is for Heroes is a 1962 World War II combat film directed by Don Siegel, known for its gritty realism and starring Steve McQueen as a troubled American soldier.
  • E. On Deadly Ground
    On Deadly Ground is a 1994 action film directed by and starring Steven Seagal, centered on an environmentalist oil-rig firefighter battling corporate corruption in Alaska.
  • 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_69c0082c96988190b3a6a201edce472a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0241030408190be774a5d2ca6e999 completed March 22, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a5c89b88190a397c6b1dcb9c3e8 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05bb76a748190a3b1a289dbd92dee completed March 22, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69c05c498c4c8190bfa3ac17fba2b152 completed March 22, 2026, 9:16 p.m.
Created at: March 22, 2026, 3:45 p.m.