Triple

T9349252
Position Surface form Disambiguated ID Type / Status
Subject Bad Schwalbach E224972 entity
Predicate locatedNear P294 FINISHED
Object Aar River
The Aar River is a small river in western Germany that flows through the Taunus region and passes spa towns such as Bad Schwalbach before joining the Lahn.
E824004 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: Aar River | Statement: [Bad Schwalbach, locatedNear, Aar River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aar River
Context triple: [Bad Schwalbach, locatedNear, Aar River]
  • A. Lez River
    The Lez River is a short coastal river in southern France that flows through the city of Montpellier before emptying into the Mediterranean Sea.
  • B. Taz River
    The Taz River is a major river in northwestern Siberia, Russia, that flows through the tundra of the Yamalo-Nenets region before emptying into the Kara Sea in the Arctic Ocean.
  • C. River Arun
    The River Arun is a major river in West Sussex, England, flowing from the South Downs to the English Channel and historically important for navigation and trade.
  • D. River Soar
    The River Soar is a major river in central England that flows through Leicestershire and the city of Leicester before joining the River Trent.
  • E. River Lud
    The River Lud is a small river in Lincolnshire, England, that flows through the market town of Louth before joining the River Witham system.
  • 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: Aar River
Triple: [Bad Schwalbach, locatedNear, Aar River]
Generated description
The Aar River is a small river in western Germany that flows through the Taunus region and passes spa towns such as Bad Schwalbach before joining the Lahn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aar River
Target entity description: The Aar River is a small river in western Germany that flows through the Taunus region and passes spa towns such as Bad Schwalbach before joining the Lahn.
  • A. Lez River
    The Lez River is a short coastal river in southern France that flows through the city of Montpellier before emptying into the Mediterranean Sea.
  • B. Taz River
    The Taz River is a major river in northwestern Siberia, Russia, that flows through the tundra of the Yamalo-Nenets region before emptying into the Kara Sea in the Arctic Ocean.
  • C. River Arun
    The River Arun is a major river in West Sussex, England, flowing from the South Downs to the English Channel and historically important for navigation and trade.
  • D. River Soar
    The River Soar is a major river in central England that flows through Leicestershire and the city of Leicester before joining the River Trent.
  • E. River Lud
    The River Lud is a small river in Lincolnshire, England, that flows through the market town of Louth before joining the River Witham system.
  • 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_69ca842993248190a79ab06968994b86 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4f1198b88190adc0b01f7c1be36e completed April 1, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1d58be8a4819088c419888a879e3e completed April 5, 2026, 3:22 a.m.
NEDg Description generation batch_69d1d603a2948190a16ace344bdba057 completed April 5, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69d1d6578a048190bc05c4a8a1aa854f completed April 5, 2026, 3:26 a.m.
Created at: March 30, 2026, 7:41 p.m.