Triple

T4991708
Position Surface form Disambiguated ID Type / Status
Subject Macksville E112144 entity
Predicate hasFireStation P44903 FINISHED
Object Macksville Fire Station
Macksville Fire Station is the local emergency services facility that provides firefighting and rescue operations for the town of Macksville and its surrounding area.
 E486572 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: Macksville Fire Station | Statement: [Macksville, hasFireStation, Macksville Fire Station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macksville Fire Station
Context triple: [Macksville, hasFireStation, Macksville Fire Station]
  • A. Macksville Police Station
    Macksville Police Station is the local law enforcement facility serving the town of Macksville and its surrounding community.
  • B. Salisbury Fire Station
    Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
  • C. Historic Fire Station No. 6
    Historic Fire Station No. 6 is a preserved early 20th-century Atlanta firehouse that now serves as a museum interpreting the history of the local community and the era of Martin Luther King Jr.'s childhood.
  • D. Plaza Firehouse
    Plaza Firehouse is a historic former fire station located near Los Angeles Plaza in downtown Los Angeles, now preserved as part of the city's early civic heritage.
  • E. Hyde Park Firehouse
    Hyde Park Firehouse is a historic former fire station in Hyde Park, New York, recognized for its architectural and local civic significance.
  • 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: Macksville Fire Station
Triple: [Macksville, hasFireStation, Macksville Fire Station]
Generated description
Macksville Fire Station is the local emergency services facility that provides firefighting and rescue operations for the town of Macksville and its surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macksville Fire Station
Target entity description: Macksville Fire Station is the local emergency services facility that provides firefighting and rescue operations for the town of Macksville and its surrounding area.
  • A. Macksville Police Station
    Macksville Police Station is the local law enforcement facility serving the town of Macksville and its surrounding community.
  • B. Salisbury Fire Station
    Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
  • C. Historic Fire Station No. 6
    Historic Fire Station No. 6 is a preserved early 20th-century Atlanta firehouse that now serves as a museum interpreting the history of the local community and the era of Martin Luther King Jr.'s childhood.
  • D. Plaza Firehouse
    Plaza Firehouse is a historic former fire station located near Los Angeles Plaza in downtown Los Angeles, now preserved as part of the city's early civic heritage.
  • E. Hyde Park Firehouse
    Hyde Park Firehouse is a historic former fire station in Hyde Park, New York, recognized for its architectural and local civic significance.
  • 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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd729bb45081908d85891a9d9f4b71 completed March 20, 2026, 4:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be92521bcc8190a1c485216f885778 completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be942dac9c8190a5861ca0aaa44c90 completed March 21, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:34 p.m.