Triple

T23296239
Position Surface form Disambiguated ID Type / Status
Subject AVE E590178 entity
Predicate rollingStock P1305 FINISHED
Object Series 112
Series 112 is a class of high-speed electric multiple unit trains used by Spain’s AVE network for long-distance passenger services.
E1581486 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 112 | Statement: [AVE, rollingStock, Series 112]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Series 112
Context triple: [AVE, rollingStock, Series 112]
  • A. 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.
  • B. Seri
    The Seri are an Indigenous people of northwestern Mexico, traditionally living along the Gulf of California coast and known for their rich maritime culture, distinctive language, and artisanal crafts.
  • C. Series N
    Series N is a set of ITU-T telecommunication standards focused on maintenance, measurement, and testing of international transmission systems and networks.
  • D. 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.
  • E. Series E
    Series E is a set of ITU-T telecommunications standards that define principles and guidelines for international telephone network operation and quality of service.
  • 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 112
Triple: [AVE, rollingStock, Series 112]
Generated description
Series 112 is a class of high-speed electric multiple unit trains used by Spain’s AVE network for long-distance passenger services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Series 112
Target entity description: Series 112 is a class of high-speed electric multiple unit trains used by Spain’s AVE network for long-distance passenger services.
  • A. 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.
  • B. Seri
    The Seri are an Indigenous people of northwestern Mexico, traditionally living along the Gulf of California coast and known for their rich maritime culture, distinctive language, and artisanal crafts.
  • C. Series N
    Series N is a set of ITU-T telecommunication standards focused on maintenance, measurement, and testing of international transmission systems and networks.
  • D. 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.
  • E. Series E
    Series E is a set of ITU-T telecommunications standards that define principles and guidelines for international telephone network operation and quality of service.
  • 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.