Triple
T5934097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ArcelorMittal |
E132002
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Lakshmi Mittal
Lakshmi Mittal is an Indian-born steel magnate and billionaire who built one of the world’s largest steel empires and is recognized as a leading figure in the global metals industry.
|
E556353
|
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: Lakshmi Mittal | Statement: [ArcelorMittal, foundedBy, Lakshmi Mittal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakshmi Mittal Context triple: [ArcelorMittal, foundedBy, Lakshmi Mittal]
-
A.
Oleg Deripaska
Oleg Deripaska is a Russian billionaire industrialist and oligarch known for his leadership of aluminum giant Rusal and his close ties to the Kremlin.
-
B.
Igor Sechin
Igor Sechin is a powerful Russian businessman and close ally of Vladimir Putin, best known as the long-time chief executive of the state-controlled oil giant Rosneft.
-
C.
Johann Rupert
Johann Rupert is a South African billionaire businessman best known as the founder and chairman of luxury goods conglomerate Richemont.
-
D.
Aliko Dangote
Aliko Dangote is a Nigerian billionaire industrialist and founder of the Dangote Group, widely recognized as one of Africa’s richest and most influential business leaders.
-
E.
Marc Rich
Marc Rich was a controversial commodities trader and financier who became one of the world’s most influential raw materials dealers and a fugitive from U.S. justice before receiving a presidential pardon.
- 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: Lakshmi Mittal Triple: [ArcelorMittal, foundedBy, Lakshmi Mittal]
Generated description
Lakshmi Mittal is an Indian-born steel magnate and billionaire who built one of the world’s largest steel empires and is recognized as a leading figure in the global metals industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lakshmi Mittal Target entity description: Lakshmi Mittal is an Indian-born steel magnate and billionaire who built one of the world’s largest steel empires and is recognized as a leading figure in the global metals industry.
-
A.
Oleg Deripaska
Oleg Deripaska is a Russian billionaire industrialist and oligarch known for his leadership of aluminum giant Rusal and his close ties to the Kremlin.
-
B.
Igor Sechin
Igor Sechin is a powerful Russian businessman and close ally of Vladimir Putin, best known as the long-time chief executive of the state-controlled oil giant Rosneft.
-
C.
Johann Rupert
Johann Rupert is a South African billionaire businessman best known as the founder and chairman of luxury goods conglomerate Richemont.
-
D.
Aliko Dangote
Aliko Dangote is a Nigerian billionaire industrialist and founder of the Dangote Group, widely recognized as one of Africa’s richest and most influential business leaders.
-
E.
Marc Rich
Marc Rich was a controversial commodities trader and financier who became one of the world’s most influential raw materials dealers and a fugitive from U.S. justice before receiving a presidential pardon.
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0389f6fc881909527b928838ffcdd |
completed | March 22, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c069e450819096b268637ffcd219 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c46fabf081908484ba066c25187b |
completed | March 23, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c4f21528819093a36c07e2637446 |
completed | March 23, 2026, 4:43 a.m. |
Created at: March 22, 2026, 4 p.m.