Triple

T16098514
Position Surface form Disambiguated ID Type / Status
Subject Lenny Kosnowski E390549 entity
Predicate hasFriend P8712 FINISHED
Object Andrew Squiggman
Andrew Squiggman is a fictional character from the sitcom "Laverne & Shirley," known as one of Lenny Kosnowski's close friends.
E1194566 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: Andrew Squiggman | Statement: [Lenny Kosnowski, hasFriend, Andrew Squiggman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Squiggman
Context triple: [Lenny Kosnowski, hasFriend, Andrew Squiggman]
  • A. Robert Hedrock
    Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
  • B. Peter Pilling
    Peter Pilling is a collegiate sports administrator best known for serving as the athletic director at Columbia University, overseeing the Columbia Lions athletic programs.
  • C. Alex Reiger
    Alex Reiger is the level-headed, philosophical cab driver who serves as the central character in the classic television sitcom "Taxi."
  • D. Peter Scudder
    Peter Scudder is a fictional character, most notably appearing as a key figure in John le Carré’s spy novel "The Little Drummer Girl."
  • E. Alan Sampson
    Alan Sampson is a British music producer and songwriter known for his work in contemporary R&B and pop, including collaborations with artists such as Jay Sean.
  • 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: Andrew Squiggman
Triple: [Lenny Kosnowski, hasFriend, Andrew Squiggman]
Generated description
Andrew Squiggman is a fictional character from the sitcom "Laverne & Shirley," known as one of Lenny Kosnowski's close friends.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Squiggman
Target entity description: Andrew Squiggman is a fictional character from the sitcom "Laverne & Shirley," known as one of Lenny Kosnowski's close friends.
  • A. Robert Hedrock
    Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
  • B. Peter Pilling
    Peter Pilling is a collegiate sports administrator best known for serving as the athletic director at Columbia University, overseeing the Columbia Lions athletic programs.
  • C. Alex Reiger
    Alex Reiger is the level-headed, philosophical cab driver who serves as the central character in the classic television sitcom "Taxi."
  • D. Peter Scudder
    Peter Scudder is a fictional character, most notably appearing as a key figure in John le Carré’s spy novel "The Little Drummer Girl."
  • E. Alan Sampson
    Alan Sampson is a British music producer and songwriter known for his work in contemporary R&B and pop, including collaborations with artists such as Jay Sean.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6672848190922b5ebb90e18947 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb9b3e708190be822f7ed588c9da completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec7d0b188190805a471ed3a97eb5 completed May 10, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffed254d8c81909e0d86621c7792cb completed May 10, 2026, 2:27 a.m.
Created at: April 10, 2026, 4:59 a.m.