Triple

T14591752
Position Surface form Disambiguated ID Type / Status
Subject Somerset Region E342463 entity
Predicate hasTown P847 FINISHED
Object Esk
Esk is a small rural town in Queensland, Australia, known for its historic charm and proximity to Lake Wivenhoe and the Brisbane Valley rail trail.
 E1109305 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: Esk | Statement: [Somerset Region, hasTown, Esk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Esk
Context triple: [Somerset Region, hasTown, Esk]
  • A. Esk
    Esk is a small rural town in South East Queensland, Australia, known for serving as a local service hub for surrounding farming communities and for its proximity to Lake Wivenhoe and the Brisbane Valley rail trail.
  • B. Eanske
    Eanske is the local dialect name for the Dutch city of Enschede, commonly used in the regional Twents language.
  • C. Usk
    Usk is a small historic town in Monmouthshire, southeast Wales, known for its medieval castle and picturesque setting on the River Usk.
  • D. Esskeetit
    Esskeetit is a 2018 high-energy trap single by rapper Lil Pump, known for its repetitive catchphrase hook and braggadocious lyrics.
  • E. Ek
    Ek is a Swedish surname borne by several notable figures, including politicians and entrepreneurs.
  • 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: Esk
Triple: [Somerset Region, hasTown, Esk]
Generated description
Esk is a small rural town in Queensland, Australia, known for its historic charm and proximity to Lake Wivenhoe and the Brisbane Valley rail trail.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Esk
Target entity description: Esk is a small rural town in Queensland, Australia, known for its historic charm and proximity to Lake Wivenhoe and the Brisbane Valley rail trail.
  • A. Esk chosen
    Esk is a small rural town in South East Queensland, Australia, known for serving as a local service hub for surrounding farming communities and for its proximity to Lake Wivenhoe and the Brisbane Valley rail trail.
  • B. Eanske
    Eanske is the local dialect name for the Dutch city of Enschede, commonly used in the regional Twents language.
  • C. Usk
    Usk is a small historic town in Monmouthshire, southeast Wales, known for its medieval castle and picturesque setting on the River Usk.
  • D. Esskeetit
    Esskeetit is a 2018 high-energy trap single by rapper Lil Pump, known for its repetitive catchphrase hook and braggadocious lyrics.
  • E. Ek
    Ek is a Swedish surname borne by several notable figures, including politicians and entrepreneurs.
  • F. None of above.

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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda918542c819099646943be59dd04 completed May 8, 2026, 9:12 a.m.
NEDg Description generation batch_69fdaed912d4819088c4b96c56187044 completed May 8, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69fdaf8104588190b76ff363367b8f78 completed May 8, 2026, 9:40 a.m.
Created at: April 10, 2026, 1:24 a.m.