Triple

T12492466
Position Surface form Disambiguated ID Type / Status
Subject Duty: Memoirs of a Secretary at War E298598 entity
Predicate relatedWork P37 FINISHED
Object From the Shadows
From the Shadows is a memoir by Robert M. Gates recounting his decades of service in U.S. intelligence and national security, particularly within the CIA and the White House.
 E985829 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: From the Shadows | Statement: [Duty: Memoirs of a Secretary at War, relatedWork, From the Shadows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: From the Shadows
Context triple: [Duty: Memoirs of a Secretary at War, relatedWork, From the Shadows]
  • A. Out of the Shadows
    "Out of the Shadows" is a song featured on the 2001 debut album "Touch" by the progressive metal band Tool.
  • B. The Shadow Knows
    "The Shadow Knows" is a 1960 novelty R&B song by The Coasters that plays off the famous catchphrase from the old-time radio drama "The Shadow."
  • C. The Shadow Knows
    The Shadow Knows is a 1974 psychological horror novel by American writer Diane Johnson that follows a divorced mother terrorized by an unseen stalker in New York City.
  • D. Trouble in the Shadows
    Trouble in the Shadows is a song featured on Sheena Easton’s 1981 pop album "You Could Have Been with Me."
  • E. Out of the Dark
    Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
  • 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: From the Shadows
Triple: [Duty: Memoirs of a Secretary at War, relatedWork, From the Shadows]
Generated description
From the Shadows is a memoir by Robert M. Gates recounting his decades of service in U.S. intelligence and national security, particularly within the CIA and the White House.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: From the Shadows
Target entity description: From the Shadows is a memoir by Robert M. Gates recounting his decades of service in U.S. intelligence and national security, particularly within the CIA and the White House.
  • A. Out of the Shadows
    "Out of the Shadows" is a song featured on the 2001 debut album "Touch" by the progressive metal band Tool.
  • B. The Shadow Knows
    "The Shadow Knows" is a 1960 novelty R&B song by The Coasters that plays off the famous catchphrase from the old-time radio drama "The Shadow."
  • C. The Shadow Knows
    The Shadow Knows is a 1974 psychological horror novel by American writer Diane Johnson that follows a divorced mother terrorized by an unseen stalker in New York City.
  • D. Trouble in the Shadows
    Trouble in the Shadows is a song featured on Sheena Easton’s 1981 pop album "You Could Have Been with Me."
  • E. Out of the Dark
    Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94de3076c81909640c982d520ca6b completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bab99bc8190abe6dfb7c6a7fe6f completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c276d388190b58fe884466076ee completed May 2, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69f64ce7b444819094d94bec749d7618 completed May 2, 2026, 7:13 p.m.
Created at: April 8, 2026, 9:56 p.m.