Triple
T6437521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melissa Fumero |
E129935
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Melissa Gallo
Melissa Gallo is an American actress best known for her role as Amy Santiago on the television sitcom "Brooklyn Nine-Nine," under her professional name Melissa Fumero.
|
E621230
|
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: Melissa Gallo | Statement: [Melissa Fumero, birthName, Melissa Gallo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melissa Gallo Context triple: [Melissa Fumero, birthName, Melissa Gallo]
-
A.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
B.
Melissa Agretti
Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
-
C.
Melissa Blake
Melissa Blake is a television writer and producer known for her work on series such as "Heroes" and "Ghost Whisperer."
-
D.
Heather Matarazzo
Heather Matarazzo is an American actress best known for her character roles in films like "Welcome to the Dollhouse" and "The Princess Diaries."
-
E.
Melissa Rycroft
Melissa Rycroft is an American television personality and former Dallas Cowboys Cheerleader best known for her appearances on reality shows such as The Bachelor and Dancing with the Stars.
- 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: Melissa Gallo Triple: [Melissa Fumero, birthName, Melissa Gallo]
Generated description
Melissa Gallo is an American actress best known for her role as Amy Santiago on the television sitcom "Brooklyn Nine-Nine," under her professional name Melissa Fumero.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melissa Gallo Target entity description: Melissa Gallo is an American actress best known for her role as Amy Santiago on the television sitcom "Brooklyn Nine-Nine," under her professional name Melissa Fumero.
-
A.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
B.
Melissa Agretti
Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
-
C.
Melissa Blake
Melissa Blake is a television writer and producer known for her work on series such as "Heroes" and "Ghost Whisperer."
-
D.
Heather Matarazzo
Heather Matarazzo is an American actress best known for her character roles in films like "Welcome to the Dollhouse" and "The Princess Diaries."
-
E.
Melissa Rycroft
Melissa Rycroft is an American television personality and former Dallas Cowboys Cheerleader best known for her appearances on reality shows such as The Bachelor and Dancing with the Stars.
- 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_69c0084caac48190a7bc2ad8ba44536f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c06964186c8190aeeb0038f4696032 |
completed | March 22, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723aba0f0819091ba9aa4184bf1d5 |
completed | March 28, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69c72485150081908ce170d526a9b7bd |
completed | March 28, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7250865808190a1d20e8fe6f9de49 |
completed | March 28, 2026, 12:47 a.m. |
Created at: March 22, 2026, 4:45 p.m.