Triple
T6028329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Efrem Zimbalist Jr. |
E134235
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Loranda Stephanie Spalding
Loranda Stephanie Spalding was the wife of American actor Efrem Zimbalist Jr., known primarily for her marriage to the television and film star.
|
E564475
|
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: Loranda Stephanie Spalding | Statement: [Efrem Zimbalist Jr., spouse, Loranda Stephanie Spalding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loranda Stephanie Spalding Context triple: [Efrem Zimbalist Jr., spouse, Loranda Stephanie Spalding]
-
A.
Esperanza Spalding
Esperanza Spalding is an American jazz bassist, singer, and composer renowned for her virtuosic musicianship, genre-blending style, and multiple Grammy Awards.
-
B.
Lizz Wright
Lizz Wright is an American jazz and gospel-influenced singer and songwriter known for her rich, soulful voice and nuanced interpretations of standards and contemporary songs.
-
C.
Marsha Ambrosius
Marsha Ambrosius is an English singer-songwriter and producer best known as one half of the R&B duo Floetry and for her solo neo-soul work.
-
D.
Ledisi
Ledisi is a Grammy-winning American R&B and jazz singer, songwriter, and actress known for her powerful vocals and soulful, genre-blending style.
-
E.
Mandisa Glover
Mandisa Glover is the daughter of acclaimed American actor and activist Danny Glover.
- 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: Loranda Stephanie Spalding Triple: [Efrem Zimbalist Jr., spouse, Loranda Stephanie Spalding]
Generated description
Loranda Stephanie Spalding was the wife of American actor Efrem Zimbalist Jr., known primarily for her marriage to the television and film star.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loranda Stephanie Spalding Target entity description: Loranda Stephanie Spalding was the wife of American actor Efrem Zimbalist Jr., known primarily for her marriage to the television and film star.
-
A.
Esperanza Spalding
Esperanza Spalding is an American jazz bassist, singer, and composer renowned for her virtuosic musicianship, genre-blending style, and multiple Grammy Awards.
-
B.
Lizz Wright
Lizz Wright is an American jazz and gospel-influenced singer and songwriter known for her rich, soulful voice and nuanced interpretations of standards and contemporary songs.
-
C.
Marsha Ambrosius
Marsha Ambrosius is an English singer-songwriter and producer best known as one half of the R&B duo Floetry and for her solo neo-soul work.
-
D.
Ledisi
Ledisi is a Grammy-winning American R&B and jazz singer, songwriter, and actress known for her powerful vocals and soulful, genre-blending style.
-
E.
Mandisa Glover
Mandisa Glover is the daughter of acclaimed American actor and activist Danny Glover.
- 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_69c0087515148190a97475d412563865 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0560e3c2c8190aea2619386fc5538 |
completed | March 22, 2026, 8:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1137d6a648190a91795fb679a891c |
completed | March 23, 2026, 10:18 a.m. |
| NEDg | Description generation | batch_69c11423d05c81909298ae598c80ccb0 |
completed | March 23, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11498f2948190bcca6b8054186e75 |
completed | March 23, 2026, 10:23 a.m. |
Created at: March 22, 2026, 4:07 p.m.