Triple
T23140393
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flamin' Hot |
E577443
|
entity |
| Predicate | editedBy |
P1954
|
FINISHED |
| Object |
Liza D. Espinas
Liza D. Espinas is a film editor known for her work on the movie "Flamin' Hot."
|
E1574038
|
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: Liza D. Espinas | Statement: [Flamin' Hot, editedBy, Liza D. Espinas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liza D. Espinas Context triple: [Flamin' Hot, editedBy, Liza D. Espinas]
-
A.
Judy Ann Santos-Agoncillo
Judy Ann Santos-Agoncillo is a renowned Filipino actress and television personality celebrated for her award-winning dramatic roles and long-running presence in Philippine entertainment.
-
B.
Rosemarie Alsen
Rosemarie Alsen was the wife of German media magnate Axel Springer, founder of the Axel Springer publishing empire.
-
C.
Paula Crisostomo
Paula Crisostomo is a Mexican American student activist best known for helping lead the 1968 East Los Angeles school walkouts demanding educational reform and civil rights for Chicano students.
-
D.
Esperanza Limjap
Esperanza Limjap was a Filipina notable as the wife of Sergio Osmeña, the fourth President of the Philippines, and a member of a prominent Cebuano family.
-
E.
Andrea Brillantes
Andrea Brillantes is a Filipino actress and social media personality best known for her roles in popular Philippine television dramas and her influential online presence.
- 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: Liza D. Espinas Triple: [Flamin' Hot, editedBy, Liza D. Espinas]
Generated description
Liza D. Espinas is a film editor known for her work on the movie "Flamin' Hot."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liza D. Espinas Target entity description: Liza D. Espinas is a film editor known for her work on the movie "Flamin' Hot."
-
A.
Judy Ann Santos-Agoncillo
Judy Ann Santos-Agoncillo is a renowned Filipino actress and television personality celebrated for her award-winning dramatic roles and long-running presence in Philippine entertainment.
-
B.
Rosemarie Alsen
Rosemarie Alsen was the wife of German media magnate Axel Springer, founder of the Axel Springer publishing empire.
-
C.
Paula Crisostomo
Paula Crisostomo is a Mexican American student activist best known for helping lead the 1968 East Los Angeles school walkouts demanding educational reform and civil rights for Chicano students.
-
D.
Esperanza Limjap
Esperanza Limjap was a Filipina notable as the wife of Sergio Osmeña, the fourth President of the Philippines, and a member of a prominent Cebuano family.
-
E.
Andrea Brillantes
Andrea Brillantes is a Filipino actress and social media personality best known for her roles in popular Philippine television dramas and her influential online presence.
- 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_69e245f8e6248190ba3d58e068b4dccb |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18ec922b481908084eee6a95aef83 |
completed | April 29, 2026, 4:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c308db8288190b036cd297820da7c |
completed | May 19, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_6a0c32dc646081909d3c36d089d61c00 |
completed | May 19, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c35636e908190ae11d96deb15e1f5 |
completed | May 19, 2026, 10:03 a.m. |
Created at: April 17, 2026, 4 p.m.