Triple

T7104378
Position Surface form Disambiguated ID Type / Status
Subject Robb E165538 entity
Predicate hasNotableBearer P458 FINISHED
Object Robb Armstrong
Robb Armstrong is an American cartoonist best known as the creator of the long-running syndicated comic strip "JumpStart."
E642441 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: Robb Armstrong | Statement: [Robb, hasNotableBearer, Robb Armstrong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robb Armstrong
Context triple: [Robb, hasNotableBearer, Robb Armstrong]
  • A. Jeff Pagliocca
    Jeff Pagliocca is a basketball executive best known for serving as the general manager of the WNBA’s Chicago Sky.
  • B. Adam Thiel
    Adam Thiel is an American public safety leader and emergency management expert known for serving as a fire commissioner and overseeing disaster preparedness and response efforts.
  • C. Jeremy Allaire
    Jeremy Allaire is an American technologist and entrepreneur best known as the co-founder of Allaire Corporation and later Circle, a major company in the cryptocurrency and digital payments space.
  • D. Dustin Moskovitz
    Dustin Moskovitz is an American entrepreneur and philanthropist best known as a co-founder of Facebook and the productivity software company Asana.
  • E. Christian Stovitz
    Christian Stovitz is a stylish, charming new student and love interest in the 1995 teen comedy film "Clueless," known for his retro fashion sense and eventual revelation as gay.
  • 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: Robb Armstrong
Triple: [Robb, hasNotableBearer, Robb Armstrong]
Generated description
Robb Armstrong is an American cartoonist best known as the creator of the long-running syndicated comic strip "JumpStart."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robb Armstrong
Target entity description: Robb Armstrong is an American cartoonist best known as the creator of the long-running syndicated comic strip "JumpStart."
  • A. Jeff Pagliocca
    Jeff Pagliocca is a basketball executive best known for serving as the general manager of the WNBA’s Chicago Sky.
  • B. Adam Thiel
    Adam Thiel is an American public safety leader and emergency management expert known for serving as a fire commissioner and overseeing disaster preparedness and response efforts.
  • C. Jeremy Allaire
    Jeremy Allaire is an American technologist and entrepreneur best known as the co-founder of Allaire Corporation and later Circle, a major company in the cryptocurrency and digital payments space.
  • D. Dustin Moskovitz
    Dustin Moskovitz is an American entrepreneur and philanthropist best known as a co-founder of Facebook and the productivity software company Asana.
  • E. Christian Stovitz
    Christian Stovitz is a stylish, charming new student and love interest in the 1995 teen comedy film "Clueless," known for his retro fashion sense and eventual revelation as gay.
  • 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_69c6887fcddc8190a5d58908f6dee590 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e58b3f708190bebca7d4c4db40f2 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cad60788190bb2b17d1c3f8e1cc completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d72dd70819084a4bf7e72865ed9 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79e12a40c8190b21128e17c3e212e completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:42 p.m.