Triple

T36468070
Position Surface form Disambiguated ID Type / Status
Subject quantum chaos E898471 entity
Predicate hasKeyConcept P533 FINISHED
Object quantum ergodicity theorem
The quantum ergodicity theorem is a result in mathematical physics that shows most high-energy eigenstates of a quantum system with classically ergodic dynamics become uniformly distributed in phase space, linking classical chaos to quantum behavior.
 E898471 NE FINISHED

How this triple was built (2 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: quantum ergodicity theorem | Statement: [quantum chaos, hasKeyConcept, quantum ergodicity theorem]
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: quantum ergodicity theorem
Triple: [quantum chaos, hasKeyConcept, quantum ergodicity theorem]
Generated description
The quantum ergodicity theorem is a result in mathematical physics that shows most high-energy eigenstates of a quantum system with classically ergodic dynamics become uniformly distributed in phase space, linking classical chaos to quantum behavior.

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_69f76e58ebd88190b75d9b169b59d793 completed May 3, 2026, 3:48 p.m.
NER Named-entity recognition batch_69f7bdd157d8819080d5458ddfd73084 completed May 3, 2026, 9:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a39cfd308d08190abcc9238d2060a78 completed June 23, 2026, 12:14 a.m.
NEDg Description generation batch_6a39d3ea5e4481909db900a655c387cd completed June 23, 2026, 12:31 a.m.
NED2 Entity disambiguation (via description) batch_6a39d46e171c8190bf55f47096200625 completed June 23, 2026, 12:33 a.m.
Created at: May 3, 2026, 4:10 p.m.