Triple

T19561977
Position Surface form Disambiguated ID Type / Status
Subject Langrois E489474 entity
Predicate spelledAs P5330 FINISHED
Object L-a-n-g-r-o-i-s
L-a-n-g-r-o-i-s is an alternative stylized spelling of the name "Langrois."
 E1384229 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: L-a-n-g-r-o-i-s | Statement: [Langrois, spelledAs, L-a-n-g-r-o-i-s]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: L-a-n-g-r-o-i-s
Context triple: [Langrois, spelledAs, L-a-n-g-r-o-i-s]
  • A. Lenglern
    Lenglern is a village in Lower Saxony, Germany, that forms one of the districts of the municipality of Bovenden near Göttingen.
  • B. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • C. Lingus
    "Lingus" is a virtuosic, jazz-fusion instrumental track by Snarky Puppy, renowned for its complex rhythms, rich harmonies, and an iconic synthesizer solo.
  • D. Langer
    Langer is a surname most notably associated with Robert Langer, a pioneering American chemical engineer and prolific inventor in biotechnology and drug delivery.
  • E. Lorlanges
    Lorlanges is a small commune in south-central France, located within the Haute-Loire department.
  • 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: L-a-n-g-r-o-i-s
Triple: [Langrois, spelledAs, L-a-n-g-r-o-i-s]
Generated description
L-a-n-g-r-o-i-s is an alternative stylized spelling of the name "Langrois."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: L-a-n-g-r-o-i-s
Target entity description: L-a-n-g-r-o-i-s is an alternative stylized spelling of the name "Langrois."
  • A. Lenglern
    Lenglern is a village in Lower Saxony, Germany, that forms one of the districts of the municipality of Bovenden near Göttingen.
  • B. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • C. Lingus
    "Lingus" is a virtuosic, jazz-fusion instrumental track by Snarky Puppy, renowned for its complex rhythms, rich harmonies, and an iconic synthesizer solo.
  • D. Langer
    Langer is a surname most notably associated with Robert Langer, a pioneering American chemical engineer and prolific inventor in biotechnology and drug delivery.
  • E. Lorlanges
    Lorlanges is a small commune in south-central France, located within the Haute-Loire department.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63f74fdb08190852461b5d5c954ac completed April 20, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075784e53c81908e7121096b4bd76a completed May 15, 2026, 5:27 p.m.
NEDg Description generation batch_6a0758f52b38819092adc8e564d792b1 completed May 15, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_6a075962f53881908fbf628ede13cf54 completed May 15, 2026, 5:35 p.m.
Created at: April 10, 2026, 1:42 p.m.