Triple

T9797496
Position Surface form Disambiguated ID Type / Status
Subject Hemingway iceberg theory E237754 entity
Predicate alsoKnownAs P39 FINISHED
Object iceberg theory
Iceberg theory is a literary style, associated with Ernest Hemingway, that emphasizes minimalistic surface description while leaving deeper themes and meaning implied rather than explicitly stated.
E821401 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: iceberg theory | Statement: [Hemingway iceberg theory, alsoKnownAs, iceberg theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: iceberg theory
Context triple: [Hemingway iceberg theory, alsoKnownAs, iceberg theory]
  • A. ICE
    ICE is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws and investigating customs, border, and national security-related offenses.
  • B. ICE
    ICE is the stock ticker symbol for Intercontinental Exchange, a major global operator of financial exchanges and clearing houses.
  • C. ICE
    ICE is a high-speed international train service operated by Deutsche Bahn that connects major cities across Germany and neighboring countries, including routes through Brussels.
  • D. ICE
    ICE is a leading professional association and learned society that supports and regulates civil engineers, primarily in the United Kingdom but with a global membership.
  • E. ICE
    ICE (Interactive Connectivity Establishment) is a framework used in real-time communication systems to discover and negotiate network paths for peer-to-peer connections across NATs and firewalls.
  • 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: iceberg theory
Triple: [Hemingway iceberg theory, alsoKnownAs, iceberg theory]
Generated description
Iceberg theory is a literary style, associated with Ernest Hemingway, that emphasizes minimalistic surface description while leaving deeper themes and meaning implied rather than explicitly stated.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: iceberg theory
Target entity description: Iceberg theory is a literary style, associated with Ernest Hemingway, that emphasizes minimalistic surface description while leaving deeper themes and meaning implied rather than explicitly stated.
  • A. ICE
    ICE is a high-speed international train service operated by Deutsche Bahn that connects major cities across Germany and neighboring countries, including routes through Brussels.
  • B. ICE
    ICE is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws and investigating customs, border, and national security-related offenses.
  • C. ICE
    ICE is a leading professional association and learned society that supports and regulates civil engineers, primarily in the United Kingdom but with a global membership.
  • D. ICE
    ICE is a research institute at Johns Hopkins University focused on advancing the understanding and engineering of cells for biomedical applications.
  • E. ICE
    ICE is the stock ticker symbol for Intercontinental Exchange, a major global operator of financial exchanges and clearing houses.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda6264160819080da4805b213753f completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c43fdfec8190b7115a680c79d702 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4d62a78819089ece2bb1f5fb66b completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c589b90481908bc0944868d648b2 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.