Triple

T5637001
Position Surface form Disambiguated ID Type / Status
Subject Beta Crucis E147971 entity
Predicate hasVariabilityType P64735 FINISHED
Object Beta Cephei
Beta Cephei is a class of hot, massive B-type pulsating variable stars whose brightness variations are driven by pressure and gravity mode oscillations.
E538669 NE FINISHED

How this triple was built (5 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: Beta Cephei | Statement: [Beta Crucis, hasVariabilityType, Beta Cephei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beta Cephei
Context triple: [Beta Crucis, hasVariabilityType, Beta Cephei]
  • A. Beta Scuti
    Beta Scuti is a prominent giant star in the constellation Scutum, notable as one of its brightest members.
  • B. Delta Scuti
    Delta Scuti is a variable star in the constellation Scutum, serving as the prototype of the Delta Scuti class of short-period pulsating stars.
  • C. UY Scuti
    UY Scuti is a 2021 studio album by Nigerian rapper and singer Olamide that blends Afrobeats, hip-hop, and pop influences.
  • D. UY Scuti
    UY Scuti is an extremely large red supergiant star, among the biggest known in the Milky Way, located in the constellation Scutum.
  • E. Gamma Microscopii
    Gamma Microscopii is a yellow giant star in the southern constellation Microscopium, notable as its most luminous visible member.
  • 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: Beta Cephei
Triple: [Beta Crucis, hasVariabilityType, Beta Cephei]
Generated description
Beta Cephei is a class of hot, massive B-type pulsating variable stars whose brightness variations are driven by pressure and gravity mode oscillations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beta Cephei
Target entity description: Beta Cephei is a class of hot, massive B-type pulsating variable stars whose brightness variations are driven by pressure and gravity mode oscillations.
  • A. Beta Scuti
    Beta Scuti is a prominent giant star in the constellation Scutum, notable as one of its brightest members.
  • B. Delta Scuti
    Delta Scuti is a variable star in the constellation Scutum, serving as the prototype of the Delta Scuti class of short-period pulsating stars.
  • C. UY Scuti
    UY Scuti is a 2021 studio album by Nigerian rapper and singer Olamide that blends Afrobeats, hip-hop, and pop influences.
  • D. UY Scuti
    UY Scuti is an extremely large red supergiant star, among the biggest known in the Milky Way, located in the constellation Scutum.
  • E. Gamma Microscopii
    Gamma Microscopii is a yellow giant star in the southern constellation Microscopium, notable as its most luminous visible member.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasVariabilityType
Context triple: [Beta Crucis, hasVariabilityType, Beta Cephei]
  • A. hasVariability
    Indicates that an entity exhibits variation or fluctuation in its state, value, or characteristics over time or across instances.
  • B. hasVariance
    Indicates that there is a measurable degree of variability or dispersion in the values or outcomes associated with the related entities.
  • C. hasDirectionVariability
    Indicates that the direction associated with an entity or process is not fixed but varies over time, space, or conditions.
  • D. hasVariant
    Indicates that one entity exists as an alternative form, version, or variation of another entity.
  • E. hasVarianceSymbol
    Indicates that one entity is associated with, or represented by, a specific variance symbol in a mathematical or statistical context.
  • F. None of above. chosen

Provenance (7 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c022809f708190ab859aa446683b10 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d70e5d88190b869d54911bc8689 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8a92a0819091bad1fbef4a509b completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c056acf1f48190bf7324ae178adbb7 completed March 22, 2026, 8:53 p.m.
PD Predicate disambiguation batch_69c01b1f12ec8190b4b9d9ee31cabe19 completed March 22, 2026, 4:38 p.m.
PDg Predicate description generation batch_69c01f0684908190ae2d14f0bd2ab892 completed March 22, 2026, 4:55 p.m.
Created at: March 22, 2026, 3:41 p.m.