Triple
T20200881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Acta Materialia Gold Medal |
E493212
|
entity |
| Predicate | hasAwarded |
P2391
|
FINISHED |
| Object |
H. K. D. H. Bhadeshia
H. K. D. H. Bhadeshia is a renowned materials scientist and metallurgist best known for his pioneering work on the theory and design of steels, particularly bainitic steels.
|
E1417622
|
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: H. K. D. H. Bhadeshia | Statement: [Acta Materialia Gold Medal, hasAwarded, H. K. D. H. Bhadeshia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: H. K. D. H. Bhadeshia Context triple: [Acta Materialia Gold Medal, hasAwarded, H. K. D. H. Bhadeshia]
-
A.
Ashok K. Chandra
Ashok K. Chandra is a computer scientist recognized for his contributions to theoretical computer science and database theory, including work on conjunctive queries and computational complexity.
-
B.
S. N. Bannerjee
S. N. Bannerjee was a prominent Indian nationalist leader and educator who played a key role in the early Indian National Congress and the broader struggle against British colonial rule.
-
C.
K. F. Rustamji
K. F. Rustamji was a distinguished Indian police officer and security expert who became the founding chief of the Border Security Force and played a key role in shaping India’s border management and internal security framework.
-
D.
D. P. Khaitan
D. P. Khaitan was an Indian lawyer and constitutional expert who served on the Constituent Assembly’s Drafting Committee that framed the Constitution of India.
-
E.
Dinkar G. Kelkar
Dinkar G. Kelkar was an Indian art collector and scholar best known for assembling the extensive collection of traditional Indian artifacts that formed the basis of the Raja Dinkar Kelkar Museum in Pune.
- 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: H. K. D. H. Bhadeshia Triple: [Acta Materialia Gold Medal, hasAwarded, H. K. D. H. Bhadeshia]
Generated description
H. K. D. H. Bhadeshia is a renowned materials scientist and metallurgist best known for his pioneering work on the theory and design of steels, particularly bainitic steels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: H. K. D. H. Bhadeshia Target entity description: H. K. D. H. Bhadeshia is a renowned materials scientist and metallurgist best known for his pioneering work on the theory and design of steels, particularly bainitic steels.
-
A.
Ashok K. Chandra
Ashok K. Chandra is a computer scientist recognized for his contributions to theoretical computer science and database theory, including work on conjunctive queries and computational complexity.
-
B.
S. N. Bannerjee
S. N. Bannerjee was a prominent Indian nationalist leader and educator who played a key role in the early Indian National Congress and the broader struggle against British colonial rule.
-
C.
K. F. Rustamji
K. F. Rustamji was a distinguished Indian police officer and security expert who became the founding chief of the Border Security Force and played a key role in shaping India’s border management and internal security framework.
-
D.
D. P. Khaitan
D. P. Khaitan was an Indian lawyer and constitutional expert who served on the Constituent Assembly’s Drafting Committee that framed the Constitution of India.
-
E.
Dinkar G. Kelkar
Dinkar G. Kelkar was an Indian art collector and scholar best known for assembling the extensive collection of traditional Indian artifacts that formed the basis of the Raja Dinkar Kelkar Museum in Pune.
- 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66d8d01648190b1b3a6e03f0258d8 |
completed | April 20, 2026, 6:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0843e8cd9c8190853f116ed0e4662b |
completed | May 16, 2026, 10:16 a.m. |
| NEDg | Description generation | batch_6a0844d37fc48190a73ab9d45227e7eb |
completed | May 16, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a084554462081908a1b801fe1528fa0 |
completed | May 16, 2026, 10:22 a.m. |
Created at: April 11, 2026, 11:37 p.m.