Triple
T15443971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2018 United States Senate election in Massachusetts |
E369979
|
entity |
| Predicate | hasCandidate |
P1221
|
FINISHED |
| Object |
Shiva Ayyadurai
Shiva Ayyadurai is an Indian-American entrepreneur and political activist known for his controversial claims about inventing email and for running as an independent candidate in U.S. elections.
|
E1157890
|
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: Shiva Ayyadurai | Statement: [2018 United States Senate election in Massachusetts, hasCandidate, Shiva Ayyadurai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shiva Ayyadurai Context triple: [2018 United States Senate election in Massachusetts, hasCandidate, Shiva Ayyadurai]
-
A.
Siddhartha Khosla
Siddhartha Khosla is an Emmy-nominated Indian-American composer and songwriter known for his television scores, including his acclaimed work on the series "Only Murders in the Building" and "This Is Us."
-
B.
Sendhil Ramamurthy
Sendhil Ramamurthy is an American actor best known for his role as geneticist Mohinder Suresh on the television series "Heroes."
-
C.
Arvind Neelakantan
Arvind Neelakantan is a researcher in artificial intelligence and machine learning known for his work on large language models and neural network architectures.
-
D.
Anand Rajaraman
Anand Rajaraman is an entrepreneur, academic, and computer scientist known for his work in data mining, web search, and co-authoring the influential textbook "Mining of Massive Datasets."
-
E.
Kris Gopalakrishnan
Kris Gopalakrishnan is an Indian billionaire businessman and co-founder of Infosys, one of the country’s largest IT services companies.
- 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: Shiva Ayyadurai Triple: [2018 United States Senate election in Massachusetts, hasCandidate, Shiva Ayyadurai]
Generated description
Shiva Ayyadurai is an Indian-American entrepreneur and political activist known for his controversial claims about inventing email and for running as an independent candidate in U.S. elections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shiva Ayyadurai Target entity description: Shiva Ayyadurai is an Indian-American entrepreneur and political activist known for his controversial claims about inventing email and for running as an independent candidate in U.S. elections.
-
A.
Siddhartha Khosla
Siddhartha Khosla is an Emmy-nominated Indian-American composer and songwriter known for his television scores, including his acclaimed work on the series "Only Murders in the Building" and "This Is Us."
-
B.
Sendhil Ramamurthy
Sendhil Ramamurthy is an American actor best known for his role as geneticist Mohinder Suresh on the television series "Heroes."
-
C.
Arvind Neelakantan
Arvind Neelakantan is a researcher in artificial intelligence and machine learning known for his work on large language models and neural network architectures.
-
D.
Anand Rajaraman
Anand Rajaraman is an entrepreneur, academic, and computer scientist known for his work in data mining, web search, and co-authoring the influential textbook "Mining of Massive Datasets."
-
E.
Kris Gopalakrishnan
Kris Gopalakrishnan is an Indian billionaire businessman and co-founder of Infosys, one of the country’s largest IT services companies.
- 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_69d85a19180081909925012fbf4e62a3 |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ef666e08190a02a01a676306ab9 |
completed | April 16, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff21ab80288190a1a4df8b714bba66 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff2404d948819097b4e4e32489bb0d |
completed | May 9, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff253d8428819092dab16b040c6e88 |
completed | May 9, 2026, 12:14 p.m. |
Created at: April 10, 2026, 3:21 a.m.