Triple

T10033250
Position Surface form Disambiguated ID Type / Status
Subject COBOL E204900 entity
Predicate influencedBy P9 FINISHED
Object FLOW-MATIC
FLOW-MATIC was an early English-like business data processing programming language developed by Grace Hopper that directly inspired the design and syntax of COBOL.
E837195 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: FLOW-MATIC | Statement: [COBOL, influencedBy, FLOW-MATIC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FLOW-MATIC
Context triple: [COBOL, influencedBy, FLOW-MATIC]
  • A. Ice Machines
    "Ice Machines" is a musical track whose title evokes the cold, mechanical atmosphere suggested by its association with the piece "First Two Pages of Frankenstein."
  • B. Nutri-Matic drinks dispenser
    The Nutri-Matic drinks dispenser is a fictional beverage machine from *The Hitchhiker’s Guide to the Galaxy* universe, notorious for producing drinks that are almost, but not quite, entirely unlike what the user actually wants.
  • C. Flomaton
    Flomaton is a small town in Escambia County, Alabama, known as a historic railroad junction near the Florida state line.
  • D. Unifeeder
    Unifeeder is a European logistics and shortsea shipping company that operates container feeder and regional transport services connecting major ports and smaller terminals.
  • E. Vitaflo
    Vitaflo is a specialized nutrition brand focused on medical foods and dietary products for people with rare metabolic disorders and other complex health conditions.
  • 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: FLOW-MATIC
Triple: [COBOL, influencedBy, FLOW-MATIC]
Generated description
FLOW-MATIC was an early English-like business data processing programming language developed by Grace Hopper that directly inspired the design and syntax of COBOL.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FLOW-MATIC
Target entity description: FLOW-MATIC was an early English-like business data processing programming language developed by Grace Hopper that directly inspired the design and syntax of COBOL.
  • A. Ice Machines
    "Ice Machines" is a musical track whose title evokes the cold, mechanical atmosphere suggested by its association with the piece "First Two Pages of Frankenstein."
  • B. Nutri-Matic drinks dispenser
    The Nutri-Matic drinks dispenser is a fictional beverage machine from *The Hitchhiker’s Guide to the Galaxy* universe, notorious for producing drinks that are almost, but not quite, entirely unlike what the user actually wants.
  • C. Flomaton
    Flomaton is a small town in Escambia County, Alabama, known as a historic railroad junction near the Florida state line.
  • D. Unifeeder
    Unifeeder is a European logistics and shortsea shipping company that operates container feeder and regional transport services connecting major ports and smaller terminals.
  • E. Vitaflo
    Vitaflo is a specialized nutrition brand focused on medical foods and dietary products for people with rare metabolic disorders and other complex health conditions.
  • 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_69ca834d77188190ad645e33e8ca3200 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdce47845c8190ab5696267fdedcad completed April 2, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282478578819085ca00fe140bb6c1 completed April 5, 2026, 3:39 p.m.
NEDg Description generation batch_69d283c516708190b3a1c363841787fc completed April 5, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_69d284956730819099e5cd918e722fd8 completed April 5, 2026, 3:49 p.m.
Created at: March 30, 2026, 8:54 p.m.