Triple

T7652133
Position Surface form Disambiguated ID Type / Status
Subject Paul Krugman E173276 entity
Predicate spouse P13 FINISHED
Object Robin Wells
Robin Wells is an American economist and textbook author known for co-authoring widely used economics textbooks, often in collaboration with Nobel laureate Paul Krugman.
 E682609 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: Robin Wells | Statement: [Paul Krugman, spouse, Robin Wells]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robin Wells
Context triple: [Paul Krugman, spouse, Robin Wells]
  • A. Greg Gilmore
    Greg Gilmore is an American rock drummer best known for his work with the late-1980s Seattle band Mother Love Bone, a key precursor to the grunge movement.
  • B. Michele Hollister
    Michele Hollister is a film editor known for her work on the 1999 drama film "Sunshine."
  • C. Leon Wilkeson
    Leon Wilkeson was the longtime bassist for the Southern rock band Lynyrd Skynyrd, known for his melodic playing and distinctive stage presence.
  • D. Robb Wells
    Robb Wells is a Canadian actor and screenwriter best known for his role as Ricky on the mockumentary television series "Trailer Park Boys."
  • E. Michael Wells
    Michael Wells is a musician best known as a member of the American alternative country/rock band The Walkabouts.
  • 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: Robin Wells
Triple: [Paul Krugman, spouse, Robin Wells]
Generated description
Robin Wells is an American economist and textbook author known for co-authoring widely used economics textbooks, often in collaboration with Nobel laureate Paul Krugman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robin Wells
Target entity description: Robin Wells is an American economist and textbook author known for co-authoring widely used economics textbooks, often in collaboration with Nobel laureate Paul Krugman.
  • A. Greg Gilmore
    Greg Gilmore is an American rock drummer best known for his work with the late-1980s Seattle band Mother Love Bone, a key precursor to the grunge movement.
  • B. Michele Hollister
    Michele Hollister is a film editor known for her work on the 1999 drama film "Sunshine."
  • C. Leon Wilkeson
    Leon Wilkeson was the longtime bassist for the Southern rock band Lynyrd Skynyrd, known for his melodic playing and distinctive stage presence.
  • D. Robb Wells
    Robb Wells is a Canadian actor and screenwriter best known for his role as Ricky on the mockumentary television series "Trailer Park Boys."
  • E. Michael Wells
    Michael Wells is a musician best known as a member of the American alternative country/rock band The Walkabouts.
  • 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_69c6995473348190a4f41d110d619a18 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701770ac881909452348c9547ab47 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ac925a6c8190aa7a4fe4f580d14f completed March 29, 2026, 4:37 a.m.
NEDg Description generation batch_69c8ad7b6c4881909e7b26e1db5d26bb completed March 29, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69c8add57fc481909825b950d609517c completed March 29, 2026, 4:43 a.m.
Created at: March 27, 2026, 3:58 p.m.