Triple

T2028538
Position Surface form Disambiguated ID Type / Status
Subject South Texas E44463 entity
Predicate hasMajorCity P316 FINISHED
Object Harlingen
Harlingen is a mid-sized city in the Rio Grande Valley of South Texas known as a regional hub for transportation, healthcare, and commerce near the U.S.–Mexico border.
 E226821 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: Harlingen | Statement: [South Texas, hasMajorCity, Harlingen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harlingen
Context triple: [South Texas, hasMajorCity, Harlingen]
  • A. Harlingen
    Harlingen is a historic port city in the Dutch province of Friesland, known for its maritime heritage and traditional canalside architecture.
  • B. Soest
    Soest is a historic town in North Rhine-Westphalia, Germany, known for its well-preserved medieval architecture and former significance as a Hanseatic trading center.
  • C. Oldenburg
    Oldenburg is a historic university city in northwestern Germany known for its cultural heritage and role as a regional economic center.
  • D. Ahaus
    Ahaus is a town in the district of Borken in North Rhine-Westphalia, western Germany, known for its historic castle and role as a regional administrative and cultural center.
  • E. Hampoort
    Hampoort is a historic city gate, likely part of the old fortifications of a European town or city.
  • 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: Harlingen
Triple: [South Texas, hasMajorCity, Harlingen]
Generated description
Harlingen is a mid-sized city in the Rio Grande Valley of South Texas known as a regional hub for transportation, healthcare, and commerce near the U.S.–Mexico border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Harlingen
Target entity description: Harlingen is a mid-sized city in the Rio Grande Valley of South Texas known as a regional hub for transportation, healthcare, and commerce near the U.S.–Mexico border.
  • A. Harlingen
    Harlingen is a historic port city in the Dutch province of Friesland, known for its maritime heritage and traditional canalside architecture.
  • B. Soest
    Soest is a historic town in North Rhine-Westphalia, Germany, known for its well-preserved medieval architecture and former significance as a Hanseatic trading center.
  • C. Oldenburg
    Oldenburg is a historic university city in northwestern Germany known for its cultural heritage and role as a regional economic center.
  • D. Ahaus
    Ahaus is a town in the district of Borken in North Rhine-Westphalia, western Germany, known for its historic castle and role as a regional administrative and cultural center.
  • E. Hampoort
    Hampoort is a historic city gate, likely part of the old fortifications of a European town or city.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9136f888190b0fd03530e9eda1e completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afea7848190b53b8813a567879d completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8cda248190b88b353c1768c3d7 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:38 p.m.