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.