Triple
T8126913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heinkel He 51 |
E189752
|
entity |
| Predicate | replacedInFrontlineServiceBy |
P26479
|
FINISHED |
| Object | Arado Ar 68 |
E496351
|
NE FINISHED |
How this triple was built (3 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: Arado Ar 68 | Statement: [Heinkel He 51, replacedInFrontlineServiceBy, Arado Ar 68]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arado Ar 68 Context triple: [Heinkel He 51, replacedInFrontlineServiceBy, Arado Ar 68]
-
A.
Arado Ar 68
chosen
The Arado Ar 68 was a German single-seat biplane fighter aircraft of the 1930s used by the Luftwaffe in the period leading up to World War II.
-
B.
Arado Ar 67
The Arado Ar 67 was a German single-seat biplane fighter prototype developed in the 1930s that did not enter mass production.
-
C.
Arado Ar 65
The Arado Ar 65 was a German single-seat biplane fighter aircraft of the early 1930s used by the nascent Luftwaffe as one of its first standard fighters.
-
D.
Arado Ar 64
The Arado Ar 64 was an early 1930s German single-seat biplane fighter aircraft used by the nascent Luftwaffe as one of its first standard fighters.
-
E.
Arado Ar 79
The Arado Ar 79 was a German two-seat touring and training monoplane of the late 1930s, known for its sleek design and use in sport and record-setting flights.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: replacedInFrontlineServiceBy Context triple: [Heinkel He 51, replacedInFrontlineServiceBy, Arado Ar 68]
-
A.
frontLineChange
Indicates a change in the position or configuration of the primary boundary or leading edge between opposing sides.
-
B.
enteredServiceAsReplacementFor
chosen
Indicates that one entity began its period of service specifically to take over the role or function previously performed by another entity.
-
C.
replacedInSomeWorkflowsBy
Indicates that in certain workflows or processes, one entity is substituted or superseded by another.
-
D.
frontLine
Indicates that an entity is positioned at or associated with the foremost or primary line of engagement, activity, or defense relative to others.
-
E.
placedBy
Indicates that one entity was positioned, set, or put in a location or context by another entity.
- F. None of above.
Provenance (4 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_69ca82bb74848190afb1f18640632c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4c4c2e388190b86854f8b1765e61 |
completed | March 31, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cced20909481909e44182f1a8fb2a1 |
completed | April 1, 2026, 10:02 a.m. |
| PD | Predicate disambiguation | batch_69cb3696379c8190a20965e59ed8f370 |
completed | March 31, 2026, 2:51 a.m. |
Created at: March 30, 2026, 5:34 p.m.