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.