Triple

T17035299
Position Surface form Disambiguated ID Type / Status
Subject Tucker decomposition E413306 entity
Predicate alsoKnownAs P39 FINISHED
Object Tucker model
The Tucker model is a form of higher-order principal component analysis that decomposes a tensor into a core tensor multiplied by factor matrices along each mode, widely used for multi-way data analysis.
E1245790 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: Tucker model | Statement: [Tucker decomposition, alsoKnownAs, Tucker model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tucker model
Context triple: [Tucker decomposition, alsoKnownAs, Tucker model]
  • A. Modigliani–Brumberg model
    The Modigliani–Brumberg model is an economic life-cycle theory explaining how individuals plan consumption and saving over their lifetimes to smooth living standards despite changing income.
  • B. T-Model
    The T-Model was an early leather football design used in top-level international competitions, including the inaugural FIFA World Cup.
  • C. Erich Model
    Erich Model was a German military commander, likely a Wehrmacht officer, who played a role in opposing Soviet operations on the Eastern Front during World War II.
  • D. Maxwell Model L
    The Maxwell Model L was an early 20th-century passenger car produced by the Maxwell Motor Company, known as one of the brand’s representative pre-World War I models.
  • E. Appleby–Battye f(R) model
    The Appleby–Battye f(R) model is a specific modified gravity theory within the f(R) framework proposed by Appleby and Battye to explain cosmic acceleration without invoking a traditional cosmological constant.
  • 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: Tucker model
Triple: [Tucker decomposition, alsoKnownAs, Tucker model]
Generated description
The Tucker model is a form of higher-order principal component analysis that decomposes a tensor into a core tensor multiplied by factor matrices along each mode, widely used for multi-way data analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tucker model
Target entity description: The Tucker model is a form of higher-order principal component analysis that decomposes a tensor into a core tensor multiplied by factor matrices along each mode, widely used for multi-way data analysis.
  • A. Modigliani–Brumberg model
    The Modigliani–Brumberg model is an economic life-cycle theory explaining how individuals plan consumption and saving over their lifetimes to smooth living standards despite changing income.
  • B. T-Model
    The T-Model was an early leather football design used in top-level international competitions, including the inaugural FIFA World Cup.
  • C. Erich Model
    Erich Model was a German military commander, likely a Wehrmacht officer, who played a role in opposing Soviet operations on the Eastern Front during World War II.
  • D. Maxwell Model L
    The Maxwell Model L was an early 20th-century passenger car produced by the Maxwell Motor Company, known as one of the brand’s representative pre-World War I models.
  • E. Appleby–Battye f(R) model
    The Appleby–Battye f(R) model is a specific modified gravity theory within the f(R) framework proposed by Appleby and Battye to explain cosmic acceleration without invoking a traditional cosmological constant.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f05824819091d2aa02e5591e26 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b59ad3c8190914ee6f8c903cbbf completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c13076c8190970abfb0e2d3a13c completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.