Triple

T12053059
Position Surface form Disambiguated ID Type / Status
Subject Kempsey railway station E286965 entity
Predicate hasStationCode P1289 FINISHED
Object KPS
KPS is the station code for Kempsey railway station in New South Wales, Australia.
 E961611 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: KPS | Statement: [Kempsey railway station, hasStationCode, KPS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KPS
Context triple: [Kempsey railway station, hasStationCode, KPS]
  • A. KPSM
    KPSM is the ICAO code for Portsmouth International Airport at Pease, a joint civil-military airport located in Portsmouth, New Hampshire, USA.
  • B. KCS
    KCS is the reporting mark used by Kansas City Southern Railway, a major freight railroad operating in the central and southern United States and into Mexico.
  • C. KCS
    KCS is the common abbreviation for the Kansas City Scouts, a former National Hockey League team that later became the Colorado Rockies and then the New Jersey Devils.
  • D. KCS
    KCS is the commonly used abbreviation for Knox County Schools, a public school district serving Knox County, Tennessee.
  • E. KCS
    KCS is a public school district serving the Kannapolis, North Carolina area.
  • 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: KPS
Triple: [Kempsey railway station, hasStationCode, KPS]
Generated description
KPS is the station code for Kempsey railway station in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KPS
Target entity description: KPS is the station code for Kempsey railway station in New South Wales, Australia.
  • A. KPSM
    KPSM is the ICAO code for Portsmouth International Airport at Pease, a joint civil-military airport located in Portsmouth, New Hampshire, USA.
  • B. KCS
    KCS is the common abbreviation for the Kansas City Scouts, a former National Hockey League team that later became the Colorado Rockies and then the New Jersey Devils.
  • C. KCS
    KCS is the reporting mark used by Kansas City Southern Railway, a major freight railroad operating in the central and southern United States and into Mexico.
  • D. KCS
    KCS is the commonly used abbreviation for Knox County Schools, a public school district serving Knox County, Tennessee.
  • E. KCS
    KCS is a public school district serving the Kannapolis, North Carolina area.
  • 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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90423b22081908fba82fbc6b40eb5 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49ddde6548190adae2a889ec5c72b completed May 1, 2026, 12:34 p.m.
NEDg Description generation batch_69f53d95d4fc8190b5f4e460646bec2a completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564b826ec819098906cf735e45093 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.