Triple

T14911721
Position Surface form Disambiguated ID Type / Status
Subject Alexander of Aphrodisias E371276 entity
Predicate notableWork P4 FINISHED
Object On Mixture and Growth
"On Mixture and Growth" is a philosophical treatise by Alexander of Aphrodisias that analyzes how physical substances combine and develop within an Aristotelian framework of matter and change.
E1127517 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: On Mixture and Growth | Statement: [Alexander of Aphrodisias, notableWork, On Mixture and Growth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Mixture and Growth
Context triple: [Alexander of Aphrodisias, notableWork, On Mixture and Growth]
  • A. Gaussian mixture models
    Gaussian mixture models are probabilistic clustering models that represent data as a combination of multiple Gaussian distributions, allowing soft cluster assignments and more flexible cluster shapes than KMeans.
  • B. On the Composition of Ratios
    On the Composition of Ratios is a mathematical treatise by Thabit ibn Qurra that develops and extends Greek theories of ratios and proportions within the framework of early Islamic mathematics.
  • C. Dirichlet process models
    Dirichlet process models are a class of Bayesian nonparametric models that allow flexible, potentially infinite mixture modeling without fixing the number of components in advance.
  • D. The Choice of a Model
    The Choice of a Model is a painting by Spanish artist Mariano Fortuny, exemplifying his refined technique and interest in intimate, studio-based scenes.
  • E. Pólya’s urn model
    Pólya’s urn model is a classic probabilistic scheme in which drawing and then reinforcing the color of balls in an urn produces rich-get-richer dynamics and illustrates concepts like contagion, dependence, and random reinforcement.
  • 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: On Mixture and Growth
Triple: [Alexander of Aphrodisias, notableWork, On Mixture and Growth]
Generated description
"On Mixture and Growth" is a philosophical treatise by Alexander of Aphrodisias that analyzes how physical substances combine and develop within an Aristotelian framework of matter and change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Mixture and Growth
Target entity description: "On Mixture and Growth" is a philosophical treatise by Alexander of Aphrodisias that analyzes how physical substances combine and develop within an Aristotelian framework of matter and change.
  • A. Gaussian mixture models
    Gaussian mixture models are probabilistic clustering models that represent data as a combination of multiple Gaussian distributions, allowing soft cluster assignments and more flexible cluster shapes than KMeans.
  • B. On the Composition of Ratios
    On the Composition of Ratios is a mathematical treatise by Thabit ibn Qurra that develops and extends Greek theories of ratios and proportions within the framework of early Islamic mathematics.
  • C. Dirichlet process models
    Dirichlet process models are a class of Bayesian nonparametric models that allow flexible, potentially infinite mixture modeling without fixing the number of components in advance.
  • D. The Choice of a Model
    The Choice of a Model is a painting by Spanish artist Mariano Fortuny, exemplifying his refined technique and interest in intimate, studio-based scenes.
  • E. Pólya’s urn model
    Pólya’s urn model is a classic probabilistic scheme in which drawing and then reinforcing the color of balls in an urn produces rich-get-richer dynamics and illustrates concepts like contagion, dependence, and random reinforcement.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded61d75008190b6f9a1a38137836f completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72bb366481909706d511f5ae1290 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe733a580c8190bc2f053188bb7145 completed May 8, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69fe75ecce8c8190a879d8f908d9fb28 completed May 8, 2026, 11:46 p.m.
Created at: April 10, 2026, 2:26 a.m.