Triple

T14524936
Position Surface form Disambiguated ID Type / Status
Subject N1 freeway E340750 entity
Predicate passesThroughCity P416 FINISHED
Object Laingsburg
Laingsburg is a small South African town in the Western Cape, known for its location along major transport routes and for a devastating flood in 1981.
E1107614 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: Laingsburg | Statement: [N1 freeway, passesThroughCity, Laingsburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laingsburg
Context triple: [N1 freeway, passesThroughCity, Laingsburg]
  • A. Lütisburg
    Lütisburg is a municipality in the canton of St. Gallen in northeastern Switzerland, known for its rural character and location in the hilly Toggenburg region.
  • B. Bergneustadt
    Bergneustadt is a small town in North Rhine-Westphalia, Germany, known for its location in the hilly Oberbergischer Kreis region and its traditional half-timbered architecture.
  • C. Braunsberg
    Braunsberg is a locality in former East Prussia (now in Poland) known for its proximity to the World War II Heiligenbeil pocket battlefield.
  • D. Osterburg
    Osterburg is a small town in the German state of Saxony-Anhalt, known for its historic architecture and rural surroundings.
  • E. Arensburg
    Arensburg is the former German name for Kuressaare, a historic town and seaside resort on Saaremaa Island in Estonia.
  • 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: Laingsburg
Triple: [N1 freeway, passesThroughCity, Laingsburg]
Generated description
Laingsburg is a small South African town in the Western Cape, known for its location along major transport routes and for a devastating flood in 1981.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laingsburg
Target entity description: Laingsburg is a small South African town in the Western Cape, known for its location along major transport routes and for a devastating flood in 1981.
  • A. Lütisburg
    Lütisburg is a municipality in the canton of St. Gallen in northeastern Switzerland, known for its rural character and location in the hilly Toggenburg region.
  • B. Bergneustadt
    Bergneustadt is a small town in North Rhine-Westphalia, Germany, known for its location in the hilly Oberbergischer Kreis region and its traditional half-timbered architecture.
  • C. Braunsberg
    Braunsberg is a locality in former East Prussia (now in Poland) known for its proximity to the World War II Heiligenbeil pocket battlefield.
  • D. Osterburg
    Osterburg is a small town in the German state of Saxony-Anhalt, known for its historic architecture and rural surroundings.
  • E. Arensburg
    Arensburg is the former German name for Kuressaare, a historic town and seaside resort on Saaremaa Island in Estonia.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dea04f16f88190ba357b0f8021b46b completed April 14, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94aa39c08190a265f7e23a2c1f0e completed May 8, 2026, 7:45 a.m.
NEDg Description generation batch_69fd9579d83c8190a72fd62ec7fa2640 completed May 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69fd95d6949481909c06391ece5e4cb6 completed May 8, 2026, 7:50 a.m.
Created at: April 10, 2026, 1:22 a.m.