Triple

T8507696
Position Surface form Disambiguated ID Type / Status
Subject G Herbo E201373 entity
Predicate studioAlbum P25507 FINISHED
Object Survivor’s Remorse
Survivor’s Remorse is a studio album by Chicago rapper G Herbo that delves into themes of trauma, success, and guilt stemming from street life and survival.
E739481 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: Survivor’s Remorse | Statement: [G Herbo, studioAlbum, Survivor’s Remorse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Survivor’s Remorse
Context triple: [G Herbo, studioAlbum, Survivor’s Remorse]
  • A. Without Remorse
    Without Remorse is a 2021 action-thriller film adaptation of Tom Clancy’s novel, following a Navy SEAL’s quest for vengeance that uncovers a covert international conspiracy.
  • B. The Repentance
    The Repentance is an alternative English title used for a work whose primary name is "Repentance."
  • C. The Forgiver
    The Forgiver is an alternate English title for Surah Ghafir, the 40th chapter of the Qur’an, which emphasizes God’s attribute of forgiveness alongside themes of faith, warning, and divine justice.
  • D. The Victim
    The Victim is a 2011 grindhouse-style thriller film written, directed by, and starring Michael Biehn, centered on a man who shelters a woman on the run from corrupt lawmen.
  • E. The Victim
    "The Victim" is a 1947 novel by Saul Bellow that explores guilt, identity, and moral responsibility through the tense relationship between a troubled Jewish man and the acquaintance who obsessively blames him for his misfortunes.
  • 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: Survivor’s Remorse
Triple: [G Herbo, studioAlbum, Survivor’s Remorse]
Generated description
Survivor’s Remorse is a studio album by Chicago rapper G Herbo that delves into themes of trauma, success, and guilt stemming from street life and survival.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Survivor’s Remorse
Target entity description: Survivor’s Remorse is a studio album by Chicago rapper G Herbo that delves into themes of trauma, success, and guilt stemming from street life and survival.
  • A. Without Remorse
    Without Remorse is a 2021 action-thriller film adaptation of Tom Clancy’s novel, following a Navy SEAL’s quest for vengeance that uncovers a covert international conspiracy.
  • B. The Repentance
    The Repentance is an alternative English title used for a work whose primary name is "Repentance."
  • C. The Forgiver
    The Forgiver is an alternate English title for Surah Ghafir, the 40th chapter of the Qur’an, which emphasizes God’s attribute of forgiveness alongside themes of faith, warning, and divine justice.
  • D. The Victim
    The Victim is a 2011 grindhouse-style thriller film written, directed by, and starring Michael Biehn, centered on a man who shelters a woman on the run from corrupt lawmen.
  • E. The Victim
    "The Victim" is a 1947 novel by Saul Bellow that explores guilt, identity, and moral responsibility through the tense relationship between a troubled Jewish man and the acquaintance who obsessively blames him for his misfortunes.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5de18448190a695eec609b34e1a completed March 31, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e37b0548190908632fd167efac1 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce5245c69c8190a2cd9a23954872e5 completed April 2, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_69ce52d5c264819098e20971a8093acf completed April 2, 2026, 11:28 a.m.
Created at: March 30, 2026, 6:14 p.m.