Triple
T16308269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland Invaders |
E395975
|
entity |
| Predicate | notablePlayer |
P304
|
FINISHED |
| Object |
Todd Shell
Todd Shell is a former American football linebacker who played in both the USFL and the NFL, most notably for the San Francisco 49ers.
|
E1205090
|
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: Todd Shell | Statement: [Oakland Invaders, notablePlayer, Todd Shell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Todd Shell Context triple: [Oakland Invaders, notablePlayer, Todd Shell]
-
A.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
-
B.
Robert D. Murphy
Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
-
C.
Robert C. Murphy
Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
-
D.
Gavin Elster
Gavin Elster is a wealthy, manipulative shipyard owner and the primary antagonist in Alfred Hitchcock’s film "Vertigo."
-
E.
Gordon Tullock
Gordon Tullock was an influential economist and one of the founders of public choice theory, known for his work on rent-seeking and the economic analysis of political processes.
- 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: Todd Shell Triple: [Oakland Invaders, notablePlayer, Todd Shell]
Generated description
Todd Shell is a former American football linebacker who played in both the USFL and the NFL, most notably for the San Francisco 49ers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Todd Shell Target entity description: Todd Shell is a former American football linebacker who played in both the USFL and the NFL, most notably for the San Francisco 49ers.
-
A.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
-
B.
Robert D. Murphy
Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
-
C.
Robert C. Murphy
Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
-
D.
Gavin Elster
Gavin Elster is a wealthy, manipulative shipyard owner and the primary antagonist in Alfred Hitchcock’s film "Vertigo."
-
E.
Gordon Tullock
Gordon Tullock was an influential economist and one of the founders of public choice theory, known for his work on rent-seeking and the economic analysis of political processes.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288d776808190a7c9918477f07216 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa517908190a29caa0156b1d1cd |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a00204bc3dc8190af075707f8989e3a |
completed | May 10, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00215cc7a48190a5c4219d15749aa2 |
completed | May 10, 2026, 6:10 a.m. |
Created at: April 10, 2026, 5:06 a.m.