Triple
T21131927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fiat-Ansaldo |
E520707
|
entity |
| Predicate | engineeringPartnerSpecialty |
P63924
|
FINISHED |
| Object | Ansaldo heavy engineering |
—
|
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: Ansaldo heavy engineering | Statement: [Fiat-Ansaldo, engineeringPartnerSpecialty, Ansaldo heavy engineering]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: engineeringPartnerSpecialty Context triple: [Fiat-Ansaldo, engineeringPartnerSpecialty, Ansaldo heavy engineering]
-
A.
productSpecialization
Indicates that a product is tailored or adapted to meet the specific needs, preferences, or requirements of a particular market segment, use case, or customer group.
-
B.
associatedCompanySpecialization
chosen
Indicates that a company is linked to a particular area of specialization or expertise.
-
C.
marketSpecialization
Indicates a relationship where an entity focuses its activities, products, or services on serving a specific segment or niche of a broader market.
-
D.
productionTypeSpecialization
Indicates a relationship where one production type is a more specific or specialized form of another, broader production type.
-
E.
fabricationPartner
Indicates a relationship where one entity serves as a manufacturing or production collaborator responsible for fabricating another entity’s designs, components, or products.
- 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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7235668e081909bd810016ba2dd8e |
completed | April 21, 2026, 7:12 a.m. |
| PD | Predicate disambiguation | batch_69e5f5ed6c8c8190b31092a5d4c3de5d |
completed | April 20, 2026, 9:46 a.m. |
Created at: April 16, 2026, 2:56 p.m.