Triple

T3318761
Position Surface form Disambiguated ID Type / Status
Subject Dursley E69741 entity
Predicate hasIndustryHistory P3008 FINISHED
Object Listers engineering works
Listers engineering works was a prominent industrial manufacturing company based in Dursley, Gloucestershire, best known for producing diesel engines and agricultural machinery.
E346664 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: Listers engineering works | Statement: [Dursley, hasIndustryHistory, Listers engineering works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Listers engineering works
Context triple: [Dursley, hasIndustryHistory, Listers engineering works]
  • A. Clinton Engineer Works
    Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
  • B. Engineering Index
    Engineering Index was an early comprehensive bibliographic database that indexed worldwide engineering and technical literature, later evolving into what is now known as Ei Compendex.
  • C. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • D. Engineer Command
    Engineer Command is a specialized branch-level unit of the Spanish Army responsible for military engineering, construction, fortifications, and related technical support to land forces.
  • E. Main Engineering Directorate
    The Main Engineering Directorate was a key technical and engineering body within the Soviet Ministry of Defense responsible for overseeing military construction, infrastructure, and related engineering support.
  • 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: Listers engineering works
Triple: [Dursley, hasIndustryHistory, Listers engineering works]
Generated description
Listers engineering works was a prominent industrial manufacturing company based in Dursley, Gloucestershire, best known for producing diesel engines and agricultural machinery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Listers engineering works
Target entity description: Listers engineering works was a prominent industrial manufacturing company based in Dursley, Gloucestershire, best known for producing diesel engines and agricultural machinery.
  • A. Clinton Engineer Works
    Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
  • B. Engineering Index
    Engineering Index was an early comprehensive bibliographic database that indexed worldwide engineering and technical literature, later evolving into what is now known as Ei Compendex.
  • C. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • D. Engineer Command
    Engineer Command is a specialized branch-level unit of the Spanish Army responsible for military engineering, construction, fortifications, and related technical support to land forces.
  • E. Main Engineering Directorate
    The Main Engineering Directorate was a key technical and engineering body within the Soviet Ministry of Defense responsible for overseeing military construction, infrastructure, and related engineering support.
  • 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_69ad85a0bb048190a5458d2738012d61 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1151f3c8190911af4edac701116 completed March 8, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f40055a48190afe401a488d3ae34 completed March 12, 2026, 5:12 p.m.
NEDg Description generation batch_69b2fa0ed27c8190a32c153b44b7b2dd completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b312b902fc819081ec01c3d418fae0 completed March 12, 2026, 7:23 p.m.
Created at: March 8, 2026, 3:11 p.m.