Triple

T23296240
Position Surface form Disambiguated ID Type / Status
Subject AVE E590178 entity
Predicate rollingStock P1305 FINISHED
Object Series 130
Series 130 is a class of high-speed tilting trains operated in Spain, designed for both conventional and high-speed rail lines under the AVE network.
E1581487 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: Series 130 | Statement: [AVE, rollingStock, Series 130]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Series 130
Context triple: [AVE, rollingStock, Series 130]
  • A. Series 30
    Series 30 is a basic mobile phone software platform developed by Nokia for its entry-level feature phones, providing a simple user interface and core telephony functions.
  • B. Series 80
    Series 80 is a Symbian-based user interface platform designed primarily for Nokia’s business-oriented communicators, featuring a wide landscape screen and full QWERTY keyboard support.
  • C. Series 1.5
    Series 1.5 is an interim, late-1960s version of the Jaguar E-Type that bridged the early Series 1 and later Series 2 models with a mix of design and mechanical updates.
  • D. Series 90
    Series 90 is a Symbian-based user interface platform designed primarily for touchscreen smartphones, notably used in early Nokia devices.
  • E. Series 2
    Series 2 refers to the second generation of the Lotus Exige sports car, featuring updated styling, improved performance, and modernized engineering over its predecessor.
  • 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: Series 130
Triple: [AVE, rollingStock, Series 130]
Generated description
Series 130 is a class of high-speed tilting trains operated in Spain, designed for both conventional and high-speed rail lines under the AVE network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Series 130
Target entity description: Series 130 is a class of high-speed tilting trains operated in Spain, designed for both conventional and high-speed rail lines under the AVE network.
  • A. Series 30
    Series 30 is a basic mobile phone software platform developed by Nokia for its entry-level feature phones, providing a simple user interface and core telephony functions.
  • B. Series 80
    Series 80 is a Symbian-based user interface platform designed primarily for Nokia’s business-oriented communicators, featuring a wide landscape screen and full QWERTY keyboard support.
  • C. Series 1.5
    Series 1.5 is an interim, late-1960s version of the Jaguar E-Type that bridged the early Series 1 and later Series 2 models with a mix of design and mechanical updates.
  • D. Series 90
    Series 90 is a Symbian-based user interface platform designed primarily for touchscreen smartphones, notably used in early Nokia devices.
  • E. Series 2
    Series 2 refers to the second generation of the Lotus Exige sports car, featuring updated styling, improved performance, and modernized engineering over its predecessor.
  • 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_69e25d1af9d88190a0b9b5e8fa608618 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196cec9e88190b83cfd53a6455e0f completed April 29, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c92b3f88190b4149ec072522e49 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4ef9dcc48190b0c0ca52555f5490 completed May 19, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c506b25ec819084b9522fa827abe7 completed May 19, 2026, 11:58 a.m.
Created at: April 17, 2026, 5:03 p.m.