Triple
T2090944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin O'Malley |
E32666
|
entity |
| Predicate | twitterUsername |
P2943
|
FINISHED |
| Object |
MartinOMalley
Martin O'Malley is an American politician and former Governor of Maryland who also served as mayor of Baltimore and ran for the Democratic presidential nomination in 2016.
|
E230733
|
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: MartinOMalley | Statement: [Martin O'Malley, twitterUsername, MartinOMalley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MartinOMalley Context triple: [Martin O'Malley, twitterUsername, MartinOMalley]
-
A.
John M. Lounge
John M. Lounge was a NASA astronaut and engineer who flew on three Space Shuttle missions in the 1980s and early 1990s.
-
B.
Joe Malone
Joe Malone was a Canadian professional ice hockey forward and early star of the sport, renowned as one of the most prolific goal scorers of the pre-NHL era.
-
C.
Neil Abercrombie
Neil Abercrombie is an American politician and member of the Democratic Party who served as the seventh governor of Hawaii and previously represented the state in the U.S. House of Representatives.
-
D.
Tom Corey
Tom Corey is a refined, idealistic young Bostonian from an old-money family in William Dean Howells’s novel "The Rise of Silas Lapham," whose romantic and social entanglements highlight the tensions between class, morality, and ambition.
-
E.
Gavin Polone
Gavin Polone is an American film and television producer and talent manager known for his work on projects such as the thriller "Panic Room" and the TV series "Gilmore Girls."
- 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: MartinOMalley Triple: [Martin O'Malley, twitterUsername, MartinOMalley]
Generated description
Martin O'Malley is an American politician and former Governor of Maryland who also served as mayor of Baltimore and ran for the Democratic presidential nomination in 2016.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MartinOMalley Target entity description: Martin O'Malley is an American politician and former Governor of Maryland who also served as mayor of Baltimore and ran for the Democratic presidential nomination in 2016.
-
A.
John M. Lounge
John M. Lounge was a NASA astronaut and engineer who flew on three Space Shuttle missions in the 1980s and early 1990s.
-
B.
Joe Malone
Joe Malone was a Canadian professional ice hockey forward and early star of the sport, renowned as one of the most prolific goal scorers of the pre-NHL era.
-
C.
Neil Abercrombie
Neil Abercrombie is an American politician and member of the Democratic Party who served as the seventh governor of Hawaii and previously represented the state in the U.S. House of Representatives.
-
D.
Tom Corey
Tom Corey is a refined, idealistic young Bostonian from an old-money family in William Dean Howells’s novel "The Rise of Silas Lapham," whose romantic and social entanglements highlight the tensions between class, morality, and ambition.
-
E.
Gavin Polone
Gavin Polone is an American film and television producer and talent manager known for his work on projects such as the thriller "Panic Room" and the TV series "Gilmore Girls."
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba7443448190a2642769d0b5fb93 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2746fb3481909e0b7fdbd4748245 |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae2868815881908d6163ab84060ec2 |
completed | March 9, 2026, 1:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae28ce87c8819097e0b5dab045d9a1 |
completed | March 9, 2026, 1:56 a.m. |
Created at: March 4, 2026, 7:43 p.m.