Triple
T11872450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melinda May |
E282435
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Leo Fitz |
E684311
|
NE FINISHED |
How this triple was built (2 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: Leo Fitz | Statement: [Melinda May, associatedWith, Leo Fitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leo Fitz Context triple: [Melinda May, associatedWith, Leo Fitz]
-
A.
Leo Fitz
chosen
Leo Fitz is a brilliant Scottish engineer and weapons specialist in the Marvel television series "Agents of S.H.I.E.L.D.," known for his genius-level intellect, inventive gadgets, and close partnership with Jemma Simmons.
-
B.
Ray Palmer
Ray Palmer was an influential American science fiction editor and writer best known for popularizing pulp magazines and promoting imaginative, often controversial speculative fiction in the mid-20th century.
-
C.
Phil Coulson
Phil Coulson is a prominent S.H.I.E.L.D. agent in the Marvel universe, known for his calm professionalism, loyalty, and key role in uniting the Avengers.
-
D.
Malcolm Merlyn
Malcolm Merlyn is a primary antagonist and complex antihero in the Arrowverse, best known as the Dark Archer and a recurring nemesis and uneasy ally of Oliver Queen in the TV series "Arrow."
-
E.
Daniel Grayson
Daniel Grayson is a central character in the TV drama "Revenge," known as the wealthy and conflicted heir of the powerful Grayson family.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be18b7d48190b7fb1c3a67a891ed |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f417bb131c8190b0923e077cca74be |
completed | May 1, 2026, 3:02 a.m. |
Created at: April 8, 2026, 9:43 p.m.