Triple

T6601651
Position Surface form Disambiguated ID Type / Status
Subject Riverina Highway E149011 entity
Predicate connects P390 FINISHED
Object Howlong
Howlong is a small rural town in New South Wales, Australia, situated on the Murray River near the Victoria border.
 E601719 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: Howlong | Statement: [Riverina Highway, connects, Howlong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Howlong
Context triple: [Riverina Highway, connects, Howlong]
  • A. How Long
    "How Long" is a 2017 pop/R&B single by American singer-songwriter Charlie Puth, known for its slick production, catchy groove, and themes of infidelity and regret.
  • B. HangTime
    HangTime is a steel roller coaster at Knott's Berry Farm known for its steep vertical drop and surf-themed lighting effects.
  • C. How Long Has This Been Going On?
    "How Long Has This Been Going On?" is a popular song by George and Ira Gershwin that became a jazz and pop standard after its introduction in the late 1920s.
  • D. OurTime
    OurTime is an online dating platform specifically designed to help singles over 50 connect for relationships and companionship.
  • E. How Come, How Long
    "How Come, How Long" is an R&B song by Babyface featuring Stevie Wonder that addresses domestic violence and appears on Babyface's 1996 album *The Day*.
  • 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: Howlong
Triple: [Riverina Highway, connects, Howlong]
Generated description
Howlong is a small rural town in New South Wales, Australia, situated on the Murray River near the Victoria border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Howlong
Target entity description: Howlong is a small rural town in New South Wales, Australia, situated on the Murray River near the Victoria border.
  • A. How Long
    "How Long" is a 2017 pop/R&B single by American singer-songwriter Charlie Puth, known for its slick production, catchy groove, and themes of infidelity and regret.
  • B. HangTime
    HangTime is a steel roller coaster at Knott's Berry Farm known for its steep vertical drop and surf-themed lighting effects.
  • C. How Long Has This Been Going On?
    "How Long Has This Been Going On?" is a popular song by George and Ira Gershwin that became a jazz and pop standard after its introduction in the late 1920s.
  • D. OurTime
    OurTime is an online dating platform specifically designed to help singles over 50 connect for relationships and companionship.
  • E. How Come, How Long
    "How Come, How Long" is an R&B song by Babyface featuring Stevie Wonder that addresses domestic violence and appears on Babyface's 1996 album *The Day*.
  • 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aef4a7e08190a685a0febc6378c8 completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbc8f1308190a4afcf10a5a7105e completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd09753c81909df166156ffbf82a completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce9ba47c819091496c87117e7a03 completed March 27, 2026, 6:38 p.m.
Created at: March 27, 2026, 1:56 p.m.