Triple
T22262073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limak |
E550251
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Limak Cement
Limak Cement is a Turkish cement and building materials company operating as a key subsidiary of the diversified Limak Group.
|
E1527538
|
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: Limak Cement | Statement: [Limak, hasSubsidiary, Limak Cement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limak Cement Context triple: [Limak, hasSubsidiary, Limak Cement]
-
A.
Eagle Cement
Eagle Cement is the former name of Dolphins F.C., a Nigerian professional football club.
-
B.
Aso cement conglomerate
Aso cement conglomerate is a Japanese industrial group centered on cement and related businesses, historically linked to the prominent Aso family.
-
C.
UltraTech Cement
UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
-
D.
India Cements
India Cements is a major Indian cement manufacturing company that notably owned and promoted the Chennai Super Kings franchise in the Indian Premier League.
-
E.
Dangote Cement
Dangote Cement is a leading Nigerian multinational cement manufacturer and one of Africa’s largest industrial companies, known for its extensive production and distribution network across the continent.
- 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: Limak Cement Triple: [Limak, hasSubsidiary, Limak Cement]
Generated description
Limak Cement is a Turkish cement and building materials company operating as a key subsidiary of the diversified Limak Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limak Cement Target entity description: Limak Cement is a Turkish cement and building materials company operating as a key subsidiary of the diversified Limak Group.
-
A.
Eagle Cement
Eagle Cement is the former name of Dolphins F.C., a Nigerian professional football club.
-
B.
Aso cement conglomerate
Aso cement conglomerate is a Japanese industrial group centered on cement and related businesses, historically linked to the prominent Aso family.
-
C.
UltraTech Cement
UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
-
D.
India Cements
India Cements is a major Indian cement manufacturing company that notably owned and promoted the Chennai Super Kings franchise in the Indian Premier League.
-
E.
Dangote Cement
Dangote Cement is a leading Nigerian multinational cement manufacturer and one of Africa’s largest industrial companies, known for its extensive production and distribution network across the continent.
- 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_69e11e42adb8819087714772ea606709 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f141b87de0819088b7553406343068 |
completed | April 28, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ab66a08848190ac34b6af7a116f49 |
completed | May 18, 2026, 6:49 a.m. |
| NEDg | Description generation | batch_6a0ab7f904bc81909addafee8773eae0 |
completed | May 18, 2026, 6:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab891ba1c81909c9e9a5f29d4eb54 |
completed | May 18, 2026, 6:58 a.m. |
Created at: April 16, 2026, 8:39 p.m.