Triple

T8309819
Position Surface form Disambiguated ID Type / Status
Subject Ludovico E194561 entity
Predicate shortFormOf P43 FINISHED
Object Ludovico (often shortened to Ludo in informal use)
Ludovico (often shortened to Ludo) is an Italian given name of Germanic origin, commonly used in Italy and other European countries.
 E725073 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: Ludovico (often shortened to Ludo in informal use) | Statement: [Ludovico, shortFormOf, Ludovico (often shortened to Ludo in informal use)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludovico (often shortened to Ludo in informal use)
Context triple: [Ludovico, shortFormOf, Ludovico (often shortened to Ludo in informal use)]
  • A. LUD
    LUD is the IATA airport code for Lüderitz Airport, a regional airport serving the coastal town of Lüderitz in Namibia.
  • B. Lud
    Lud is a decayed, trap-filled city in Stephen King’s The Dark Tower series, known for its warring factions, ancient technology, and pervasive atmosphere of ruin.
  • C. Ludo Avarius
    Ludo Avarius is a primary villain-turned-antihero in the animated series "Star vs. the Forces of Evil," known as a small, power-hungry monster who repeatedly schemes to steal Star Butterfly’s magic wand.
  • D. Ludo
    Ludo is a gentle, horned beast-like creature from the fantasy film "Labyrinth" who befriends Sarah and helps her navigate the Goblin King's maze.
  • E. Ludo
    Ludo is a common short form or nickname for the given name Ludovica.
  • 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: Ludovico (often shortened to Ludo in informal use)
Triple: [Ludovico, shortFormOf, Ludovico (often shortened to Ludo in informal use)]
Generated description
Ludovico (often shortened to Ludo) is an Italian given name of Germanic origin, commonly used in Italy and other European countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludovico (often shortened to Ludo in informal use)
Target entity description: Ludovico (often shortened to Ludo) is an Italian given name of Germanic origin, commonly used in Italy and other European countries.
  • A. LUD
    LUD is the IATA airport code for Lüderitz Airport, a regional airport serving the coastal town of Lüderitz in Namibia.
  • B. Lud
    Lud is a decayed, trap-filled city in Stephen King’s The Dark Tower series, known for its warring factions, ancient technology, and pervasive atmosphere of ruin.
  • C. Ludo Avarius
    Ludo Avarius is a primary villain-turned-antihero in the animated series "Star vs. the Forces of Evil," known as a small, power-hungry monster who repeatedly schemes to steal Star Butterfly’s magic wand.
  • D. Ludo
    Ludo is a gentle, horned beast-like creature from the fantasy film "Labyrinth" who befriends Sarah and helps her navigate the Goblin King's maze.
  • E. Ludo
    Ludo is a common short form or nickname for the given name Ludovica.
  • 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_69ca82e613e88190bf8139669bbd0d53 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f2d2c30819095075940479b75a7 completed March 31, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95665390819089c8becad018cf51 completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cda62070888190b55b3f54d29e28e7 completed April 1, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69cdb21a65d88190a19dd41f95d173c8 completed April 2, 2026, 12:02 a.m.
Created at: March 30, 2026, 5:54 p.m.