Triple
T4587687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Penutian languages |
E103406
|
entity |
| Predicate | studiedBy |
P1945
|
FINISHED |
| Object |
Terrence Kaufman
Terrence Kaufman was an influential American linguist known for his extensive work on indigenous languages of the Americas, particularly in Mesoamerica.
|
E455310
|
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: Terrence Kaufman | Statement: [Mexican Penutian languages, studiedBy, Terrence Kaufman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Terrence Kaufman Context triple: [Mexican Penutian languages, studiedBy, Terrence Kaufman]
-
A.
Theodore "T-Bag" Bagwell
Theodore "T-Bag" Bagwell is a manipulative, sadistic, and cunning career criminal who serves as one of the primary antagonists throughout the television series Prison Break.
-
B.
Demond Wilson
Demond Wilson is an American actor and author best known for his role as Lamont Sanford on the 1970s sitcom "Sanford and Son."
-
C.
Jim Barksdale
Jim Barksdale is an American business executive best known for serving as CEO of Netscape during the early commercial growth of the internet.
-
D.
Terry Kimple
Terry Kimple is a fictional character from the animated television series "The Cleveland Show," known as one of Cleveland Brown Jr.'s friends.
-
E.
Memphis Raines
Memphis Raines is the master car thief protagonist of the 2000 action film "Gone in 60 Seconds," known for his high-speed heists and leadership of a skilled crew.
- 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: Terrence Kaufman Triple: [Mexican Penutian languages, studiedBy, Terrence Kaufman]
Generated description
Terrence Kaufman was an influential American linguist known for his extensive work on indigenous languages of the Americas, particularly in Mesoamerica.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Terrence Kaufman Target entity description: Terrence Kaufman was an influential American linguist known for his extensive work on indigenous languages of the Americas, particularly in Mesoamerica.
-
A.
Theodore "T-Bag" Bagwell
Theodore "T-Bag" Bagwell is a manipulative, sadistic, and cunning career criminal who serves as one of the primary antagonists throughout the television series Prison Break.
-
B.
Demond Wilson
Demond Wilson is an American actor and author best known for his role as Lamont Sanford on the 1970s sitcom "Sanford and Son."
-
C.
Jim Barksdale
Jim Barksdale is an American business executive best known for serving as CEO of Netscape during the early commercial growth of the internet.
-
D.
Terry Kimple
Terry Kimple is a fictional character from the animated television series "The Cleveland Show," known as one of Cleveland Brown Jr.'s friends.
-
E.
Memphis Raines
Memphis Raines is the master car thief protagonist of the 2000 action film "Gone in 60 Seconds," known for his high-speed heists and leadership of a skilled crew.
- 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd591fc20481908d8d4b71d055ae8c |
completed | March 20, 2026, 2:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0b1b014819085543bd297f925c1 |
completed | March 21, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69bde38803748190b560b0cac32be443 |
completed | March 21, 2026, 12:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde419847c8190919ef7f7542ff20f |
completed | March 21, 2026, 12:19 a.m. |
Created at: March 20, 2026, 1:11 p.m.