Triple
T9814992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lacey Pemberton |
E238378
|
entity |
| Predicate | hasFriend |
P8712
|
FINISHED |
| Object |
Ben Starling
Ben Starling is a character in John Green’s novel "Paper Towns," known as one of Quentin Jacobsen’s loyal and humorous best friends.
|
E823582
|
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: Ben Starling | Statement: [Lacey Pemberton, hasFriend, Ben Starling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Starling Context triple: [Lacey Pemberton, hasFriend, Ben Starling]
-
A.
Michael Starrbury
Michael Starrbury is an American screenwriter and producer best known for his work on socially conscious film and television projects, including co-writing Ava DuVernay’s acclaimed miniseries "When They See Us."
-
B.
Ben Starr
Ben Starr was an American television and film writer best known for his work on classic sitcoms and comedy scripts in the mid-20th century.
-
C.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
-
D.
Dean Stanton
Dean Stanton is a compassionate and soft-spoken prison guard in Stephen King’s novel *The Green Mile*, known for his humane treatment of death row inmates at Cold Mountain Penitentiary.
-
E.
Maury Sterling
Maury Sterling is an American actor best known for his role as surveillance expert Max in the television series "Homeland."
- 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: Ben Starling Triple: [Lacey Pemberton, hasFriend, Ben Starling]
Generated description
Ben Starling is a character in John Green’s novel "Paper Towns," known as one of Quentin Jacobsen’s loyal and humorous best friends.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Starling Target entity description: Ben Starling is a character in John Green’s novel "Paper Towns," known as one of Quentin Jacobsen’s loyal and humorous best friends.
-
A.
Michael Starrbury
Michael Starrbury is an American screenwriter and producer best known for his work on socially conscious film and television projects, including co-writing Ava DuVernay’s acclaimed miniseries "When They See Us."
-
B.
Ben Starr
Ben Starr was an American television and film writer best known for his work on classic sitcoms and comedy scripts in the mid-20th century.
-
C.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
-
D.
Dean Stanton
Dean Stanton is a compassionate and soft-spoken prison guard in Stephen King’s novel *The Green Mile*, known for his humane treatment of death row inmates at Cold Mountain Penitentiary.
-
E.
Maury Sterling
Maury Sterling is an American actor best known for his role as surveillance expert Max in the television series "Homeland."
- 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_69ca84dfde1481909f47c286d715f892 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb2f19660819083e3f15780352052 |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc67db68819093217c9a74e72fbf |
completed | April 5, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69d1ccf59c68819082b4aa37e06d2aaf |
completed | April 5, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d0d945d48190b56b7fd2ce568a13 |
completed | April 5, 2026, 3:02 a.m. |
Created at: March 30, 2026, 8:30 p.m.