Triple
T16411247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bret Witter |
E398569
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Luis Carlos Montalván
Luis Carlos Montalván was a decorated U.S. Army veteran and author best known for his memoir about living with PTSD and his service dog, Tuesday.
|
E1321749
|
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: Luis Carlos Montalván | Statement: [Bret Witter, coAuthorWith, Luis Carlos Montalván]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luis Carlos Montalván Context triple: [Bret Witter, coAuthorWith, Luis Carlos Montalván]
-
A.
Justo Arosemena
Justo Arosemena was a 19th-century Panamanian statesman, jurist, and intellectual regarded as a key architect of Panama’s political and legal identity.
-
B.
Guillermo León Valencia
Guillermo León Valencia was a Colombian Conservative politician who served as President of Colombia from 1962 to 1966 during the bipartisan National Front power-sharing era.
-
C.
Jorge Luis Vélez
Jorge Luis Vélez is a Colombian politician who has served in various public offices, including as president of the Liberal Party and as a senator.
-
D.
Eugenio Daza
Eugenio Daza was a Filipino revolutionary leader and military commander known for helping plan and lead the successful surprise attack against American forces in the 1901 Balangiga encounter during the Philippine–American War.
-
E.
Eduardo Rosales
Eduardo Rosales was a 19th-century Spanish painter known for his realist style and historically themed works that significantly influenced later Spanish artists.
- 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: Luis Carlos Montalván Triple: [Bret Witter, coAuthorWith, Luis Carlos Montalván]
Generated description
Luis Carlos Montalván was a decorated U.S. Army veteran and author best known for his memoir about living with PTSD and his service dog, Tuesday.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luis Carlos Montalván Target entity description: Luis Carlos Montalván was a decorated U.S. Army veteran and author best known for his memoir about living with PTSD and his service dog, Tuesday.
-
A.
Justo Arosemena
Justo Arosemena was a 19th-century Panamanian statesman, jurist, and intellectual regarded as a key architect of Panama’s political and legal identity.
-
B.
Guillermo León Valencia
Guillermo León Valencia was a Colombian Conservative politician who served as President of Colombia from 1962 to 1966 during the bipartisan National Front power-sharing era.
-
C.
Jorge Luis Vélez
Jorge Luis Vélez is a Colombian politician who has served in various public offices, including as president of the Liberal Party and as a senator.
-
D.
Eugenio Daza
Eugenio Daza was a Filipino revolutionary leader and military commander known for helping plan and lead the successful surprise attack against American forces in the 1901 Balangiga encounter during the Philippine–American War.
-
E.
Eduardo Rosales
Eduardo Rosales was a 19th-century Spanish painter known for his realist style and historically themed works that significantly influenced later Spanish artists.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32874a0cc8190874aea10b1d13004 |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03d75acf8c819097af363f3ba93ae0 |
completed | May 13, 2026, 1:43 a.m. |
| NEDg | Description generation | batch_6a03d8776b0c819094ffeedfc780ed58 |
completed | May 13, 2026, 1:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03dc489164819086d72b120830e60c |
completed | May 13, 2026, 2:04 a.m. |
Created at: April 10, 2026, 5:09 a.m.