Triple
T22504599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mittal family |
E556356
|
entity |
| Predicate | ownsSignificantStakeIn |
P14887
|
FINISHED |
| Object | ArcelorMittal |
—
|
NE NERFINISHED |
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: ArcelorMittal | Statement: [Mittal family, ownsSignificantStakeIn, ArcelorMittal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ArcelorMittal Context triple: [Mittal family, ownsSignificantStakeIn, ArcelorMittal]
-
A.
ArcelorMittal
chosen
ArcelorMittal is a multinational steel manufacturing corporation and one of the world’s largest steel producers, headquartered in Luxembourg.
-
B.
Arcelor
Arcelor was a major European steel company that became one of the world’s largest steel producers before merging with Mittal Steel to form ArcelorMittal.
-
C.
Tata Steel
Tata Steel is one of India’s largest and oldest steel manufacturing companies, known for its integrated steel plants, global operations, and pioneering role in the country’s industrial development.
-
D.
United States Steel International
United States Steel International is a global engineering and construction arm of the U.S. steel industry that has been involved in designing major infrastructure projects worldwide.
-
E.
International Steel Group
International Steel Group was a major American steel company formed in the early 2000s that consolidated several bankrupt U.S. steel producers into a single, more competitive enterprise.
- 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: ownsSignificantStakeIn Context triple: [Mittal family, ownsSignificantStakeIn, ArcelorMittal]
-
A.
acquiredStakeIn
Indicates that one entity has obtained an ownership interest or shareholding in another entity.
-
B.
ownershipStake
Indicates that one entity holds a partial or full ownership interest or equity stake in another entity.
-
C.
majorShareholderOf
chosen
Indicates that one entity owns a controlling or significantly large portion of another entity’s shares or equity.
-
D.
hasStakeholder
Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
-
E.
isShareholderOf
Indicates that one entity owns shares or equity in another entity, giving it a financial stake and certain associated rights in that entity.
- 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_69e11e555edc81909ca803587dafd747 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15d5ac5808190a66f9111c350f4dc |
completed | April 29, 2026, 1:22 a.m. |
| PD | Predicate disambiguation | batch_69e898be31448190be5ae7f5656f0497 |
completed | April 22, 2026, 9:45 a.m. |
Created at: April 16, 2026, 8:50 p.m.