Triple
T20690122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President James Marshall |
E508527
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Grace Marshall
Grace Marshall is a fictional First Lady of the United States, depicted as the wife of President James Marshall in the action film "Air Force One."
|
E1445847
|
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: Grace Marshall | Statement: [President James Marshall, spouse, Grace Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Marshall Context triple: [President James Marshall, spouse, Grace Marshall]
-
A.
Ann Marshall
Ann Marshall is known primarily as the daughter of Thomas Marshall.
-
B.
Grace Elliott
Grace Elliott is a notable member associated with the Trudeau family, recognized for her connection to the prominent Canadian political dynasty.
-
C.
Rachel Wright
Rachel Wright is an individual known primarily as the sibling of Julia Wright.
-
D.
Grace McCallum
Grace McCallum is an American artistic gymnast and Olympic medalist who has represented the United States in major international competitions.
-
E.
Grace Wellborn
Grace Wellborn is a character in Ben Jonson’s early 17th-century comedy "Bartholomew Fair," which satirizes London society through the chaotic happenings at a popular fair.
- 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: Grace Marshall Triple: [President James Marshall, spouse, Grace Marshall]
Generated description
Grace Marshall is a fictional First Lady of the United States, depicted as the wife of President James Marshall in the action film "Air Force One."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Marshall Target entity description: Grace Marshall is a fictional First Lady of the United States, depicted as the wife of President James Marshall in the action film "Air Force One."
-
A.
Ann Marshall
Ann Marshall is known primarily as the daughter of Thomas Marshall.
-
B.
Grace Elliott
Grace Elliott is a notable member associated with the Trudeau family, recognized for her connection to the prominent Canadian political dynasty.
-
C.
Rachel Wright
Rachel Wright is an individual known primarily as the sibling of Julia Wright.
-
D.
Grace McCallum
Grace McCallum is an American artistic gymnast and Olympic medalist who has represented the United States in major international competitions.
-
E.
Grace Wellborn
Grace Wellborn is a character in Ben Jonson’s early 17th-century comedy "Bartholomew Fair," which satirizes London society through the chaotic happenings at a popular fair.
- 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_69e0b4c1ed408190b72dd26b1e33f8a1 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6c10cb5588190acb88f2c82fc593a |
completed | April 21, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08d7e226808190bf05b85afb173e36 |
completed | May 16, 2026, 8:47 p.m. |
| NEDg | Description generation | batch_6a08d9ca43288190a2be3d4f63141391 |
completed | May 16, 2026, 8:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08da457ee48190ba18b3e34f117e19 |
completed | May 16, 2026, 8:57 p.m. |
Created at: April 16, 2026, 12:08 p.m.