Triple
T27039606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwoyeu Romatzyh |
E684449
|
entity |
| Predicate | disadvantageClaimed |
P7340
|
FINISHED |
| Object | learning curve is steep for beginners |
—
|
LITERAL FINISHED |
How this triple was built (2 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: learning curve is steep for beginners | Statement: [Gwoyeu Romatzyh, disadvantageClaimed, learning curve is steep for beginners]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: disadvantageClaimed Context triple: [Gwoyeu Romatzyh, disadvantageClaimed, learning curve is steep for beginners]
-
A.
disadvantage
chosen
Indicates that one entity is in a less favorable, weaker, or hindered position relative to another in a given context.
-
B.
dissentClaimed
Indicates that an entity has expressed disagreement or opposition to a claim made by another entity.
-
C.
lostClaimTo
Indicates that one entity previously held a right or ownership over something but no longer retains that claim, often due to transfer, forfeiture, or invalidation.
-
D.
potentialClaim
Indicates that one entity may have a possible or asserted right, demand, or entitlement against another entity or resource, though it is not yet confirmed or realized.
-
E.
claimsToEliminate
Indicates that one entity asserts it will remove, eradicate, or put an end to another entity or condition.
- F. None of above.
Provenance (3 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_69ef148193c48190bb1a0cfae6a407c4 |
completed | April 27, 2026, 7:47 a.m. |
| NER | Named-entity recognition | batch_69f6226af8408190a9673ca09a5d4f87 |
completed | May 2, 2026, 4:12 p.m. |
| PD | Predicate disambiguation | batch_69f61b3ee7b08190a0a1bc5d26b757aa |
completed | May 2, 2026, 3:41 p.m. |
Created at: April 27, 2026, 8:03 a.m.