Triple

T18720082
Position Surface form Disambiguated ID Type / Status
Subject Kansas state highway system E457745 entity
Predicate hasNotableRoute P13417 FINISHED
Object K-96
K-96 is a major east–west state highway in Kansas that connects several key cities and rural areas across the central part of the state.
E1339333 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: K-96 | Statement: [Kansas state highway system, hasNotableRoute, K-96]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: K-96
Context triple: [Kansas state highway system, hasNotableRoute, K-96]
  • A. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • B. AKS-74U
    The AKS-74U is a compact carbine version of the AK-74 assault rifle, designed for use by vehicle crews, special forces, and law enforcement where a shorter, more maneuverable weapon is required.
  • C. K9 Vajra-T
    K9 Vajra-T is an Indian self-propelled howitzer, adapted from the South Korean K9 Thunder and customized for the Indian Army’s operational and climatic requirements.
  • D. AK-74
    The AK-74 is a Soviet-designed 5.45×39mm assault rifle developed in the 1970s as a modernized successor to the AK-47, widely used by Soviet and later Russian and other military forces.
  • E. M-96
    M-96 is a state highway in Michigan that runs east–west across the southwestern part of the state, connecting several communities and major routes.
  • 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: K-96
Triple: [Kansas state highway system, hasNotableRoute, K-96]
Generated description
K-96 is a major east–west state highway in Kansas that connects several key cities and rural areas across the central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: K-96
Target entity description: K-96 is a major east–west state highway in Kansas that connects several key cities and rural areas across the central part of the state.
  • A. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • B. AKS-74U
    The AKS-74U is a compact carbine version of the AK-74 assault rifle, designed for use by vehicle crews, special forces, and law enforcement where a shorter, more maneuverable weapon is required.
  • C. K9 Vajra-T
    K9 Vajra-T is an Indian self-propelled howitzer, adapted from the South Korean K9 Thunder and customized for the Indian Army’s operational and climatic requirements.
  • D. AK-74
    The AK-74 is a Soviet-designed 5.45×39mm assault rifle developed in the 1970s as a modernized successor to the AK-47, widely used by Soviet and later Russian and other military forces.
  • E. M-96
    M-96 is a state highway in Michigan that runs east–west across the southwestern part of the state, connecting several communities and major routes.
  • 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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56ab9e0dc8190bf579d7e89e941f4 completed April 19, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b453368819082e56ed1e8c13e21 completed May 14, 2026, 1:54 a.m.
NEDg Description generation batch_6a052bc21cec81909b6b39308ea8a73d completed May 14, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a052c8a8be48190a49d054a9d39ca2a completed May 14, 2026, 1:59 a.m.
Created at: April 10, 2026, 11:50 a.m.