Triple
T17143955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bob Curtin |
E416040
|
entity |
| Predicate | loyaltyShiftsWith |
P118004
|
FINISHED |
| Object | Fred C. Dobbs |
—
|
NE NERFINISHED |
How this triple was built (3 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: Fred C. Dobbs | Statement: [Bob Curtin, loyaltyShiftsWith, Fred C. Dobbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred C. Dobbs Context triple: [Bob Curtin, loyaltyShiftsWith, Fred C. Dobbs]
-
A.
Fred C. Dobbs
chosen
Fred C. Dobbs is the desperate, increasingly paranoid prospector at the center of the 1948 film "The Treasure of the Sierra Madre."
-
B.
Henry Toombs
Henry Toombs was an American architect best known for designing Top Cottage, President Franklin D. Roosevelt’s personal retreat in Hyde Park, New York.
-
C.
John B. Randleman
John B. Randleman was a notable figure after whom the city of Randleman, North Carolina, was named, likely due to his prominence or contributions to the area.
-
D.
Ralston Crawford
Ralston Crawford was an American painter and photographer known for his crisp, geometric depictions of industrial and urban scenes that made him a key figure in the Precisionist movement.
-
E.
Robert Folsom
Robert Folsom was an American businessman and civic leader who served as mayor of Dallas, Texas, during the late 1970s and early 1980s, overseeing significant urban development and growth.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: loyaltyShiftsWith Context triple: [Bob Curtin, loyaltyShiftsWith, Fred C. Dobbs]
-
A.
loyaltyChange
Indicates a change in the degree or direction of loyalty from one entity toward another over time.
-
B.
isLoyalTo
Indicates that one entity consistently supports, respects, or remains faithful to another entity.
-
C.
loyaltyArc
chosen
Indicates a character’s progression in loyalty toward another entity, typically showing how trust, allegiance, or faithfulness strengthens, weakens, or transforms over time.
-
D.
loyaltyDimension
Indicates the degree or aspect of loyalty characterizing the relationship between entities.
-
E.
loyaltySymbolizedBy
Indicates that an instance of loyalty is represented or expressed by a particular symbol or emblem.
- F. None of above.
Provenance (3 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_69d886d15af4819092f92f8a129763e6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f2d8ca8c81909bba0cd6d60a4776 |
completed | April 18, 2026, 9:08 p.m. |
| PD | Predicate disambiguation | batch_69e3830192ac819091344a9e5a36c8c9 |
completed | April 18, 2026, 1:11 p.m. |
Created at: April 10, 2026, 5:36 a.m.