Triple

T22013270
Position Surface form Disambiguated ID Type / Status
Subject Ne’er-Do-Wells E543632 entity
Predicate nameVariant P744 FINISHED
Object Neer-Do-Wells
Neer-Do-Wells is a variant spelling of “Ne’er-Do-Wells,” a term typically referring to idle, irresponsible, or disreputable people.
E1514501 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: Neer-Do-Wells | Statement: [Ne’er-Do-Wells, nameVariant, Neer-Do-Wells]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neer-Do-Wells
Context triple: [Ne’er-Do-Wells, nameVariant, Neer-Do-Wells]
  • A. Neeroeteren
    Neeroeteren is a village in the Belgian province of Limburg that was formerly an independent municipality before being merged into Maaseik.
  • B. Reversing Falls
    Reversing Falls is a set of powerful rapids and whirlpools near Saint John, New Brunswick, where the tidal forces of the Bay of Fundy dramatically reverse the flow of the river.
  • C. Dighty Water
    Dighty Water is a small river in Angus, Scotland, that flows through the Monifieth and Dundee area before entering the Firth of Tay.
  • D. Droptops
    Droptops is an EP by American rapper and producer Chuck Inglish, showcasing his laid-back, retro-influenced hip-hop production and style.
  • E. Corkscrew
    Corkscrew is a steel roller coaster at Valleyfair amusement park known for its inversions and classic looping design.
  • 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: Neer-Do-Wells
Triple: [Ne’er-Do-Wells, nameVariant, Neer-Do-Wells]
Generated description
Neer-Do-Wells is a variant spelling of “Ne’er-Do-Wells,” a term typically referring to idle, irresponsible, or disreputable people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neer-Do-Wells
Target entity description: Neer-Do-Wells is a variant spelling of “Ne’er-Do-Wells,” a term typically referring to idle, irresponsible, or disreputable people.
  • A. Neeroeteren
    Neeroeteren is a village in the Belgian province of Limburg that was formerly an independent municipality before being merged into Maaseik.
  • B. Reversing Falls
    Reversing Falls is a set of powerful rapids and whirlpools near Saint John, New Brunswick, where the tidal forces of the Bay of Fundy dramatically reverse the flow of the river.
  • C. Dighty Water
    Dighty Water is a small river in Angus, Scotland, that flows through the Monifieth and Dundee area before entering the Firth of Tay.
  • D. Droptops
    Droptops is an EP by American rapper and producer Chuck Inglish, showcasing his laid-back, retro-influenced hip-hop production and style.
  • E. Corkscrew
    Corkscrew is a steel roller coaster at Michigan’s Adventure known for its signature double-inversion corkscrew elements.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a5e624819082ed5beeb4bc82fa completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a737b547481908e9ac94f15149432 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a7516835c8190be60bd61f67307c6 completed May 18, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75cbb2408190b058713432b048a2 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:22 p.m.