Triple
T5387918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Party and Bullshit |
E120247
|
entity |
| Predicate | hasMainPerformerRealName |
P27232
|
FINISHED |
| Object |
Christopher Wallace
Christopher Wallace, better known by his stage name The Notorious B.I.G. (or Biggie Smalls), was a highly influential American rapper and a central figure in 1990s East Coast hip hop.
|
E515140
|
NE FINISHED |
How this triple was built (5 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: Christopher Wallace | Statement: [Party and Bullshit, hasMainPerformerRealName, Christopher Wallace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christopher Wallace Context triple: [Party and Bullshit, hasMainPerformerRealName, Christopher Wallace]
-
A.
Christopher Wallace
Christopher Wallace is an American journalist and television news anchor known for his incisive political interviews and long career at major U.S. networks.
-
B.
Christopher Jordan Wallace
Christopher Jordan Wallace is an American actor and rapper, best known as the son of legendary hip-hop artist The Notorious B.I.G.
-
C.
Troy Kennedy Martin
Troy Kennedy Martin was a British television and film screenwriter best known for creating the series "Z-Cars" and writing the original 1969 film "The Italian Job."
-
D.
Aaron Crow
Aaron Crow is an American former professional baseball pitcher who played in Major League Baseball, primarily for the Kansas City Royals.
-
E.
Eric Robert Rudolph
Eric Robert Rudolph is an American domestic terrorist and former fugitive best known for carrying out a series of bombings in the late 1990s, including attacks on the 1996 Atlanta Olympics and abortion clinics.
- 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: Christopher Wallace Triple: [Party and Bullshit, hasMainPerformerRealName, Christopher Wallace]
Generated description
Christopher Wallace, better known by his stage name The Notorious B.I.G. (or Biggie Smalls), was a highly influential American rapper and a central figure in 1990s East Coast hip hop.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Christopher Wallace Target entity description: Christopher Wallace, better known by his stage name The Notorious B.I.G. (or Biggie Smalls), was a highly influential American rapper and a central figure in 1990s East Coast hip hop.
-
A.
Christopher Wallace
Christopher Wallace is an American journalist and television news anchor known for his incisive political interviews and long career at major U.S. networks.
-
B.
Christopher Jordan Wallace
Christopher Jordan Wallace is an American actor and rapper, best known as the son of legendary hip-hop artist The Notorious B.I.G.
-
C.
Troy Kennedy Martin
Troy Kennedy Martin was a British television and film screenwriter best known for creating the series "Z-Cars" and writing the original 1969 film "The Italian Job."
-
D.
Aaron Crow
Aaron Crow is an American former professional baseball pitcher who played in Major League Baseball, primarily for the Kansas City Royals.
-
E.
Eric Robert Rudolph
Eric Robert Rudolph is an American domestic terrorist and former fugitive best known for carrying out a series of bombings in the late 1990s, including attacks on the 1996 Atlanta Olympics and abortion clinics.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMainPerformerRealName Context triple: [Party and Bullshit, hasMainPerformerRealName, Christopher Wallace]
-
A.
performerFullName
Indicates the complete name of the entity that performs an action or role in the described context.
-
B.
hasMainPerformerOccupation
Indicates that an entity’s primary or main performer is associated with a specified occupation or professional role.
-
C.
originalPerformer
Indicates that an entity is the first or initial performer of a work, role, or performance.
-
D.
performerBirthName
chosen
Indicates the full name a performer was given at birth, as distinct from any stage or professional name they may use.
-
E.
performerCreditedAs
Indicates that a performer is associated with a work under a specific credited name or alias.
- F. None of above.
Provenance (6 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_69bd46354c648190a38b26f107010a96 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd86f8d81081909174027a4fe640f2 |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf295542b08190849e48dbf826d9ec |
completed | March 21, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69bf2a0aa4608190ad696442aa56dad5 |
completed | March 21, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2a64313881908d12d0c27a97927b |
completed | March 21, 2026, 11:31 p.m. |
| PD | Predicate disambiguation | batch_69bd8463a9c88190bd760378f3026180 |
completed | March 20, 2026, 5:31 p.m. |
Created at: March 20, 2026, 2:03 p.m.