Triple
T10344873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nathaniel Chambers |
E243718
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Mihai Surdeanu
Mihai Surdeanu is a computer scientist and researcher known for his work in natural language processing and information extraction.
|
E857266
|
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: Mihai Surdeanu | Statement: [Nathaniel Chambers, coAuthorWith, Mihai Surdeanu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mihai Surdeanu Context triple: [Nathaniel Chambers, coAuthorWith, Mihai Surdeanu]
-
A.
Miron Cristea
Miron Cristea was a Romanian Orthodox cleric and politician who became the first Patriarch of the Romanian Orthodox Church and later served as Prime Minister of Romania.
-
B.
Gheorghe Stoica
Gheorghe Stoica was a Romanian communist politician who served in the country’s top leadership, including as President of the State Council of Romania.
-
C.
Nicolae Tonitza
Nicolae Tonitza was a prominent Romanian painter and graphic artist known for his expressive portraits, especially of children, and his role in early 20th-century Romanian modern art.
-
D.
Alexandru Bârlădeanu
Alexandru Bârlădeanu was a Romanian communist politician and economist who rose to the top leadership of the state during the socialist era.
-
E.
Gheorghe Oprea
Gheorghe Oprea was a Romanian communist politician who served in top state leadership roles during the Socialist Republic of Romania.
- 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: Mihai Surdeanu Triple: [Nathaniel Chambers, coAuthorWith, Mihai Surdeanu]
Generated description
Mihai Surdeanu is a computer scientist and researcher known for his work in natural language processing and information extraction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mihai Surdeanu Target entity description: Mihai Surdeanu is a computer scientist and researcher known for his work in natural language processing and information extraction.
-
A.
Miron Cristea
Miron Cristea was a Romanian Orthodox cleric and politician who became the first Patriarch of the Romanian Orthodox Church and later served as Prime Minister of Romania.
-
B.
Gheorghe Stoica
Gheorghe Stoica was a Romanian communist politician who served in the country’s top leadership, including as President of the State Council of Romania.
-
C.
Nicolae Tonitza
Nicolae Tonitza was a prominent Romanian painter and graphic artist known for his expressive portraits, especially of children, and his role in early 20th-century Romanian modern art.
-
D.
Alexandru Bârlădeanu
Alexandru Bârlădeanu was a Romanian communist politician and economist who rose to the top leadership of the state during the socialist era.
-
E.
Gheorghe Oprea
Gheorghe Oprea was a Romanian communist politician who served in top state leadership roles during the Socialist Republic of Romania.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9228cd88190bcd94b85537233c1 |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7507f708c8190b8cf684704a6e47d |
completed | April 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69d751ab890c8190b1549619049dab91 |
completed | April 9, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7619e97588190a1443f9438c6efc0 |
completed | April 9, 2026, 8:21 a.m. |
Created at: April 6, 2026, 11:56 a.m.