Triple

T2074479
Position Surface form Disambiguated ID Type / Status
Subject Langer E44890 entity
Predicate hasNotableBearer P458 FINISHED
Object Lawrie Langer
Lawrie Langer is an individual notable enough to be recognized as a prominent bearer of the surname Langer.
E232821 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: Lawrie Langer | Statement: [Langer, hasNotableBearer, Lawrie Langer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lawrie Langer
Context triple: [Langer, hasNotableBearer, Lawrie Langer]
  • A. Michele Timms
    Michele Timms is a pioneering Australian basketball point guard renowned for her international success and trailblazing role in women’s professional basketball.
  • B. Noel Chiappa
    Noel Chiappa is a computer scientist and Internet pioneer known for his early work on networking protocols and contributions to the development of the Internet architecture.
  • C. Rennie Wilford
    Rennie Wilford is the protagonist of Margaret Atwood’s novel "Bodily Harm," a travel journalist whose trip to a Caribbean island becomes a harrowing exploration of political unrest and personal vulnerability.
  • D. Bryan Brown
    Bryan Brown is an acclaimed Australian actor known for his extensive film and television career, including roles in works such as "Breaker Morant," "The Thorn Birds," and "Cocktail."
  • E. Hugh Keays-Byrne
    Hugh Keays-Byrne was an English-Australian character actor best known for his villainous roles in the Mad Max film franchise, including his portrayal of Immortan Joe in Mad Max: Fury Road.
  • 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: Lawrie Langer
Triple: [Langer, hasNotableBearer, Lawrie Langer]
Generated description
Lawrie Langer is an individual notable enough to be recognized as a prominent bearer of the surname Langer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lawrie Langer
Target entity description: Lawrie Langer is an individual notable enough to be recognized as a prominent bearer of the surname Langer.
  • A. Michele Timms
    Michele Timms is a pioneering Australian basketball point guard renowned for her international success and trailblazing role in women’s professional basketball.
  • B. Noel Chiappa
    Noel Chiappa is a computer scientist and Internet pioneer known for his early work on networking protocols and contributions to the development of the Internet architecture.
  • C. Rennie Wilford
    Rennie Wilford is the protagonist of Margaret Atwood’s novel "Bodily Harm," a travel journalist whose trip to a Caribbean island becomes a harrowing exploration of political unrest and personal vulnerability.
  • D. Bryan Brown
    Bryan Brown is an acclaimed Australian actor known for his extensive film and television career, including roles in works such as "Breaker Morant," "The Thorn Birds," and "Cocktail."
  • E. Hugh Keays-Byrne
    Hugh Keays-Byrne was an English-Australian character actor best known for his villainous roles in the Mad Max film franchise, including his portrayal of Immortan Joe in Mad Max: Fury Road.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba116ea0819086d16c3913159e9e completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2730d2548190b51dc61520981ca0 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27e4a6f88190a6af44f2cc822f31 completed March 9, 2026, 1:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae2876710c81909451744f48337998 completed March 9, 2026, 1:55 a.m.
Created at: March 4, 2026, 7:41 p.m.