Triple

T11003096
Position Surface form Disambiguated ID Type / Status
Subject Neural Architecture Search E260047 entity
Predicate notableMethod P16102 FINISHED
Object ENAS
ENAS (Efficient Neural Architecture Search) is a method that dramatically reduces the computational cost of neural architecture search by sharing parameters among many candidate architectures within a single super-network.
 E899017 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: ENAS | Statement: [Neural Architecture Search, notableMethod, ENAS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ENAS
Context triple: [Neural Architecture Search, notableMethod, ENAS]
  • A. ENBA
    ENBA is the commonly used abbreviation for the Escola Nacional de Belas Artes, a prominent national fine arts school.
  • B. ENA
    ENA is a prestigious French grande école that trained many of the country’s top civil servants and political leaders.
  • C. ENEA
    ENEA is Italy’s national agency for new technologies, energy, and sustainable economic development, focused on research and innovation in fields such as energy, environment, and advanced technologies.
  • D. ENK
    ENK is the ICAO airline designator assigned to Equair, an Ecuadorian commercial airline.
  • E. AANES
    AANES is a de facto self-governing political entity in northern and eastern Syria, often associated with Kurdish-led, multi-ethnic autonomous administration and its experiment in decentralized, democratic governance.
  • 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: ENAS
Triple: [Neural Architecture Search, notableMethod, ENAS]
Generated description
ENAS (Efficient Neural Architecture Search) is a method that dramatically reduces the computational cost of neural architecture search by sharing parameters among many candidate architectures within a single super-network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ENAS
Target entity description: ENAS (Efficient Neural Architecture Search) is a method that dramatically reduces the computational cost of neural architecture search by sharing parameters among many candidate architectures within a single super-network.
  • A. ENBA
    ENBA is the commonly used abbreviation for the Escola Nacional de Belas Artes, a prominent national fine arts school.
  • B. ENA
    ENA is a prestigious French grande école that trained many of the country’s top civil servants and political leaders.
  • C. ENEA
    ENEA is Italy’s national agency for new technologies, energy, and sustainable economic development, focused on research and innovation in fields such as energy, environment, and advanced technologies.
  • D. ENK
    ENK is the ICAO airline designator assigned to Equair, an Ecuadorian commercial airline.
  • E. AANES
    AANES is a de facto self-governing political entity in northern and eastern Syria, often associated with Kurdish-led, multi-ethnic autonomous administration and its experiment in decentralized, democratic governance.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797546f448190946ee6442d657dc5 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3453d181081908cb58a957f4d1295 completed April 18, 2026, 8:47 a.m.
NEDg Description generation batch_69e35570b0bc8190a939b0c8e3ce8105 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e359508a388190a16d48a17015e13e completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:25 p.m.