Triple
T13692714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Real-time Multivariate MJO index |
E328307
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Matthew C. Wheeler
Matthew C. Wheeler is an atmospheric scientist best known for developing the widely used Real-time Multivariate MJO (RMM) index for monitoring the Madden–Julian Oscillation.
|
E1059080
|
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: Matthew C. Wheeler | Statement: [Real-time Multivariate MJO index, introducedBy, Matthew C. Wheeler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew C. Wheeler Context triple: [Real-time Multivariate MJO index, introducedBy, Matthew C. Wheeler]
-
A.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
B.
Daniel P. Livermore
Daniel P. Livermore was the husband of prominent American abolitionist and women's rights advocate Mary Livermore.
-
C.
Daniel C. Woods
Daniel C. Woods was an early settler and prominent local figure in Utah Territory for whom the city of Woods Cross is named.
-
D.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
E.
Matthew B. Roberts
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
- 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: Matthew C. Wheeler Triple: [Real-time Multivariate MJO index, introducedBy, Matthew C. Wheeler]
Generated description
Matthew C. Wheeler is an atmospheric scientist best known for developing the widely used Real-time Multivariate MJO (RMM) index for monitoring the Madden–Julian Oscillation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew C. Wheeler Target entity description: Matthew C. Wheeler is an atmospheric scientist best known for developing the widely used Real-time Multivariate MJO (RMM) index for monitoring the Madden–Julian Oscillation.
-
A.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
B.
Daniel P. Livermore
Daniel P. Livermore was the husband of prominent American abolitionist and women's rights advocate Mary Livermore.
-
C.
Daniel C. Woods
Daniel C. Woods was an early settler and prominent local figure in Utah Territory for whom the city of Woods Cross is named.
-
D.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
E.
Matthew B. Roberts
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
- 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc8757b648190a26181efbad09a43 |
completed | April 12, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a8416d808190bd9cb77e0dd0d4be |
completed | May 3, 2026, 7:55 p.m. |
| NEDg | Description generation | batch_69f7a994cd688190a077a4854c5c71c9 |
completed | May 3, 2026, 8:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7aa32b8c8819088bbc9e478c21c06 |
completed | May 3, 2026, 8:04 p.m. |
Created at: April 9, 2026, 9:53 p.m.