Triple

T3794167
Position Surface form Disambiguated ID Type / Status
Subject Jack Higgins E89727 entity
Predicate notableWork P4 FINISHED
Object The Valhalla Exchange
The Valhalla Exchange is a Cold War-era thriller novel by Jack Higgins that blends espionage, war-time intrigue, and fast-paced action.
 E388528 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: The Valhalla Exchange | Statement: [Jack Higgins, notableWork, The Valhalla Exchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Valhalla Exchange
Context triple: [Jack Higgins, notableWork, The Valhalla Exchange]
  • A. Valhalla
    Valhalla is a hamlet in the town of Mount Pleasant in Westchester County, New York, known for its suburban character and proximity to major reservoirs and parklands.
  • B. Valhalla
    Valhalla is the majestic hall in Norse mythology where Odin receives and houses warriors who have died heroically in battle.
  • C. Valhalla
    Valhalla is a large, Viking-themed indoor water ride known for its dramatic special effects and soaking drops at Blackpool Pleasure Beach in England.
  • D. Cilvaringz
    Cilvaringz is a Dutch-Moroccan rapper and producer closely affiliated with the Wu-Tang Clan, known for his work within their extended musical collective.
  • E. The Enshrouded One
    The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
  • 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: The Valhalla Exchange
Triple: [Jack Higgins, notableWork, The Valhalla Exchange]
Generated description
The Valhalla Exchange is a Cold War-era thriller novel by Jack Higgins that blends espionage, war-time intrigue, and fast-paced action.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Valhalla Exchange
Target entity description: The Valhalla Exchange is a Cold War-era thriller novel by Jack Higgins that blends espionage, war-time intrigue, and fast-paced action.
  • A. Valhalla
    Valhalla is a hamlet in the town of Mount Pleasant in Westchester County, New York, known for its suburban character and proximity to major reservoirs and parklands.
  • B. Valhalla
    Valhalla is the majestic hall in Norse mythology where Odin receives and houses warriors who have died heroically in battle.
  • C. Valhalla
    Valhalla is a large, Viking-themed indoor water ride known for its dramatic special effects and soaking drops at Blackpool Pleasure Beach in England.
  • D. Cilvaringz
    Cilvaringz is a Dutch-Moroccan rapper and producer closely affiliated with the Wu-Tang Clan, known for his work within their extended musical collective.
  • E. The Enshrouded One
    The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
  • 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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee76b809c81908312f308fbe85bf4 completed March 9, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f05c0f908190b5638e75b06dab4d completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f173d66881909301bfc45d10b3d1 completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f1ecdd788190aebea36578923fad completed March 14, 2026, 5:28 a.m.
Created at: March 9, 2026, 3:15 p.m.