Triple

T14374649
Position Surface form Disambiguated ID Type / Status
Subject Architecture Components E356441 entity
Predicate includesLibrary P1393 FINISHED
Object LifecycleObserver
LifecycleObserver is an Android Architecture Components interface that lets objects observe and respond to lifecycle events of components like activities and fragments.
 E1095627 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: LifecycleObserver | Statement: [Architecture Components, includesLibrary, LifecycleObserver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LifecycleObserver
Context triple: [Architecture Components, includesLibrary, LifecycleObserver]
  • A. LCI (Life Cycle Impulse)
    LCI (Life Cycle Impulse) is BMW’s term for a mid-cycle refresh that updates a model’s design, technology, and features without a full redesign.
  • B. LIF
    LIF is the vehicle registration code for the town and district of Lichtenfels in the German state of Bavaria.
  • C. Lifetime
    Lifetime is an American cable television network known for its original movies and series primarily targeting a female audience.
  • D. LCO
    LCO is the observatory code for Las Campanas Observatory, a major astronomical site in Chile that hosts the Magellan Telescopes.
  • E. For Life
    For Life is an American legal drama television series inspired by the true story of a wrongfully convicted man who becomes a lawyer to fight for his own freedom and that of others.
  • 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: LifecycleObserver
Triple: [Architecture Components, includesLibrary, LifecycleObserver]
Generated description
LifecycleObserver is an Android Architecture Components interface that lets objects observe and respond to lifecycle events of components like activities and fragments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LifecycleObserver
Target entity description: LifecycleObserver is an Android Architecture Components interface that lets objects observe and respond to lifecycle events of components like activities and fragments.
  • A. LCI (Life Cycle Impulse)
    LCI (Life Cycle Impulse) is BMW’s term for a mid-cycle refresh that updates a model’s design, technology, and features without a full redesign.
  • B. LIF
    LIF is the vehicle registration code for the town and district of Lichtenfels in the German state of Bavaria.
  • C. Lifetime
    Lifetime is an American cable television network known for its original movies and series primarily targeting a female audience.
  • D. LCO
    LCO is the observatory code for Las Campanas Observatory, a major astronomical site in Chile that hosts the Magellan Telescopes.
  • E. For Life
    For Life is an American legal drama television series inspired by the true story of a wrongfully convicted man who becomes a lawyer to fight for his own freedom and that of others.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9007184c8190aebb003cb6548cc8 completed April 14, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c5514688190be90776c8764d4f3 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd4d56b67c8190bc9ecd4f444df780 completed May 8, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69fd4e9a678c8190bd1821e6c43a3a1a completed May 8, 2026, 2:46 a.m.
Created at: April 10, 2026, 1:16 a.m.