Triple

T7630724
Position Surface form Disambiguated ID Type / Status
Subject In the Valley of Elah E172752 entity
Predicate basedOn P98 FINISHED
Object short story "Death and Dishonor"
"Death and Dishonor" is a short story by Mark Boal that inspired the crime drama film "In the Valley of Elah," focusing on the psychological and moral fallout of a soldier’s disappearance after returning from the Iraq War.
E678357 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: short story "Death and Dishonor" | Statement: [In the Valley of Elah, basedOn, short story "Death and Dishonor"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: short story "Death and Dishonor"
Context triple: [In the Valley of Elah, basedOn, short story "Death and Dishonor"]
  • A. short story "In the Event of My Father’s Death"
    "In the Event of My Father’s Death" is a short story by Roxane Gay that appears in her collection Difficult Women, exploring themes of family, grief, and complex emotional inheritance.
  • B. short story "The Sacrifice of Darkness"
    "The Sacrifice of Darkness" is a short story by Roxane Gay that blends elements of fantasy and allegory to explore themes of loss, guilt, and resilience in a world literally and figuratively consumed by darkness.
  • C. short story "The Sentinel"
    "The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
  • D. Elmore Leonard short story "Fire in the Hole"
    Elmore Leonard’s short story "Fire in the Hole" is a crime tale featuring U.S. Marshal Raylan Givens that served as the primary inspiration for the television series "Justified."
  • E. short story "Noble Things"
    "Noble Things" is a short story by Roxane Gay included in her collection Difficult Women, exploring themes of identity, resilience, and complex female experience.
  • 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: short story "Death and Dishonor"
Triple: [In the Valley of Elah, basedOn, short story "Death and Dishonor"]
Generated description
"Death and Dishonor" is a short story by Mark Boal that inspired the crime drama film "In the Valley of Elah," focusing on the psychological and moral fallout of a soldier’s disappearance after returning from the Iraq War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: short story "Death and Dishonor"
Target entity description: "Death and Dishonor" is a short story by Mark Boal that inspired the crime drama film "In the Valley of Elah," focusing on the psychological and moral fallout of a soldier’s disappearance after returning from the Iraq War.
  • A. short story "In the Event of My Father’s Death"
    "In the Event of My Father’s Death" is a short story by Roxane Gay that appears in her collection Difficult Women, exploring themes of family, grief, and complex emotional inheritance.
  • B. short story "The Sacrifice of Darkness"
    "The Sacrifice of Darkness" is a short story by Roxane Gay that blends elements of fantasy and allegory to explore themes of loss, guilt, and resilience in a world literally and figuratively consumed by darkness.
  • C. short story "The Sentinel"
    "The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
  • D. Elmore Leonard short story "Fire in the Hole"
    Elmore Leonard’s short story "Fire in the Hole" is a crime tale featuring U.S. Marshal Raylan Givens that served as the primary inspiration for the television series "Justified."
  • E. short story "Noble Things"
    "Noble Things" is a short story by Roxane Gay included in her collection Difficult Women, exploring themes of identity, resilience, and complex female experience.
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa85c57c8190acfd33e0c890c2f9 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870b3984c8190b16a49415556a27d completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c871945b8c8190a49d4abaca553668 completed March 29, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69c871f6cc5881909a0c65beaf713144 completed March 29, 2026, 12:27 a.m.
Created at: March 27, 2026, 3:56 p.m.