Triple

T12566241
Position Surface form Disambiguated ID Type / Status
Subject Germany–Luxembourg border E295484 entity
Predicate hasBorderTown P847 FINISHED
Object Perl
Perl is a small municipality in western Germany’s Saarland region, known for its location near the tripoint of Germany, Luxembourg, and France along the Moselle River.
E996129 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: Perl | Statement: [Germany–Luxembourg border, hasBorderTown, Perl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Perl
Context triple: [Germany–Luxembourg border, hasBorderTown, Perl]
  • A. Perl
    Perl is a high-level, general-purpose programming language known for its powerful text-processing capabilities and use in system administration, web development, and scripting.
  • B. Programming Perl
    Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
  • C. PDL
    PDL is a former name for USL League Two, a North American pre-professional soccer league that serves as a key development platform for college-aged and aspiring professional players.
  • D. Perl 5 porters
    Perl 5 porters is the core development team responsible for maintaining and advancing the Perl 5 programming language.
  • E. Perl Mongers
    Perl Mongers is a worldwide network of user groups dedicated to supporting and promoting the Perl programming language and its community.
  • 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: Perl
Triple: [Germany–Luxembourg border, hasBorderTown, Perl]
Generated description
Perl is a small municipality in western Germany’s Saarland region, known for its location near the tripoint of Germany, Luxembourg, and France along the Moselle River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Perl
Target entity description: Perl is a small municipality in western Germany’s Saarland region, known for its location near the tripoint of Germany, Luxembourg, and France along the Moselle River.
  • A. Perl
    Perl is a high-level, general-purpose programming language known for its powerful text-processing capabilities and use in system administration, web development, and scripting.
  • B. Programming Perl
    Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
  • C. PDL
    PDL is a former name for USL League Two, a North American pre-professional soccer league that serves as a key development platform for college-aged and aspiring professional players.
  • D. Perl 5 porters
    Perl 5 porters is the core development team responsible for maintaining and advancing the Perl 5 programming language.
  • E. Perl Mongers
    Perl Mongers is a worldwide network of user groups dedicated to supporting and promoting the Perl programming language and its community.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9549611c081909e611756f3cce7f0 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66861c7d8819090f09d4a131da402 completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f66a8d4684819093095a1c9674a099 completed May 2, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69f66bd0073881909227dfff84d8b856 completed May 2, 2026, 9:25 p.m.
Created at: April 8, 2026, 11:49 p.m.