Triple
T10567380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew Stirling |
E249384
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Marion Stirling
Marion Stirling was an American archaeologist and researcher known for her work alongside her husband Matthew Stirling in the study of ancient Mesoamerican civilizations.
|
E904998
|
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: Marion Stirling | Statement: [Matthew Stirling, spouse, Marion Stirling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marion Stirling Context triple: [Matthew Stirling, spouse, Marion Stirling]
-
A.
Marion Kilpatrick
Marion Kilpatrick was the wife of American conservative columnist and television commentator James J. Kilpatrick.
-
B.
Marion Marshall
Marion Marshall was an American film actress who appeared in numerous Hollywood movies from the 1940s through the 1960s.
-
C.
Marion Hill
Marion Hill is the charming, wisecracking former football player and single father at the center of the 1990s sitcom "In the House."
-
D.
Marion Hutton
Marion Hutton was an American singer and actress best known as a featured vocalist with the Glenn Miller Orchestra during the big band era.
-
E.
Marion Nichols
Marion Nichols is an individual notable enough to be recognized as a distinguished bearer of the surname Nichols, though specific widely known public details about them are limited.
- 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: Marion Stirling Triple: [Matthew Stirling, spouse, Marion Stirling]
Generated description
Marion Stirling was an American archaeologist and researcher known for her work alongside her husband Matthew Stirling in the study of ancient Mesoamerican civilizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marion Stirling Target entity description: Marion Stirling was an American archaeologist and researcher known for her work alongside her husband Matthew Stirling in the study of ancient Mesoamerican civilizations.
-
A.
Marion Kilpatrick
Marion Kilpatrick was the wife of American conservative columnist and television commentator James J. Kilpatrick.
-
B.
Marion Marshall
Marion Marshall was an American film actress who appeared in numerous Hollywood movies from the 1940s through the 1960s.
-
C.
Marion Hill
Marion Hill is the charming, wisecracking former football player and single father at the center of the 1990s sitcom "In the House."
-
D.
Marion Hutton
Marion Hutton was an American singer and actress best known as a featured vocalist with the Glenn Miller Orchestra during the big band era.
-
E.
Marion Nichols
Marion Nichols is an individual notable enough to be recognized as a distinguished bearer of the surname Nichols, though specific widely known public details about them are limited.
- 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_69d381c8bd708190acf3d275c908251e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5272ef5848190b76d671ea2d26314 |
completed | April 7, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d448fac81909137b0a0ed9b976e |
completed | April 19, 2026, 1:17 a.m. |
| NEDg | Description generation | batch_69e42e67724481908bd9e73487a80d44 |
completed | April 19, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4308103c48190b32ee3047d9a0860 |
completed | April 19, 2026, 1:31 a.m. |
Created at: April 6, 2026, 12:36 p.m.