Triple
T10534741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dos Pilas |
E248533
|
entity |
| Predicate | archaeologicalInvestigationBy |
P81296
|
FINISHED |
| Object |
Arthur Demarest
Arthur Demarest is an American archaeologist and Mayanist scholar known for his extensive research on Classic Maya civilization and leadership of major excavations in the Petexbatún region of Guatemala.
|
E892003
|
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: Arthur Demarest | Statement: [Dos Pilas, archaeologicalInvestigationBy, Arthur Demarest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Demarest Context triple: [Dos Pilas, archaeologicalInvestigationBy, Arthur Demarest]
-
A.
Alan Meade
Alan Meade is a musician best known as an early former member of the American rock band No Doubt.
-
B.
William Demarest
William Demarest was an American character actor best known for his roles in numerous Hollywood films and the television series "My Three Sons."
-
C.
Michael Alldredge
Michael Alldredge was an American character actor known for his supporting roles in films and television during the 1970s and 1980s.
-
D.
C. J. Vanston
C. J. Vanston is an American keyboardist, composer, and record producer known for his work in rock, pop, and film soundtracks, including collaborations with artists like Toto, Joe Cocker, and Spinal Tap.
-
E.
Paul Schoolman
Paul Schoolman is a filmmaker and writer best known for his work on independent films and for being married to South African actress Alice Krige.
- 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: Arthur Demarest Triple: [Dos Pilas, archaeologicalInvestigationBy, Arthur Demarest]
Generated description
Arthur Demarest is an American archaeologist and Mayanist scholar known for his extensive research on Classic Maya civilization and leadership of major excavations in the Petexbatún region of Guatemala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Demarest Target entity description: Arthur Demarest is an American archaeologist and Mayanist scholar known for his extensive research on Classic Maya civilization and leadership of major excavations in the Petexbatún region of Guatemala.
-
A.
Alan Meade
Alan Meade is a musician best known as an early former member of the American rock band No Doubt.
-
B.
William Demarest
William Demarest was an American character actor best known for his roles in numerous Hollywood films and the television series "My Three Sons."
-
C.
Michael Alldredge
Michael Alldredge was an American character actor known for his supporting roles in films and television during the 1970s and 1980s.
-
D.
C. J. Vanston
C. J. Vanston is an American keyboardist, composer, and record producer known for his work in rock, pop, and film soundtracks, including collaborations with artists like Toto, Joe Cocker, and Spinal Tap.
-
E.
Paul Schoolman
Paul Schoolman is a filmmaker and writer best known for his work on independent films and for being married to South African actress Alice Krige.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: archaeologicalInvestigationBy Context triple: [Dos Pilas, archaeologicalInvestigationBy, Arthur Demarest]
-
A.
archaeologicalExcavations
Indicates that archaeological excavations have been carried out on or are associated with the subject, typically involving systematic digging and recovery of material remains.
-
B.
archaeologyAt
Indicates that an archaeological activity, study, or investigation is conducted at a specific location or site.
-
C.
hasArchaeologicalResearch
chosen
Indicates that archaeological research has been conducted on, or is associated with, a given entity.
-
D.
hasArchaeologicalExcavationsBy
Indicates that archaeological excavations at a site or location are or were conducted by a specified person, group, or organization.
-
E.
archaeologicalDiscipline
Indicates that one entity is an archaeological field or subfield in which the other entity (such as a person, project, or work) is specialized or involved.
- 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_69d381c5c7448190bec34bee7ec72bac |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d50a1a754c8190b53f2df28a1dfef1 |
completed | April 7, 2026, 1:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e154529dd08190abbfc8d8281a642f |
completed | April 16, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69e17d3060888190b3801272835b939a |
completed | April 17, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e1806bc1048190bcbff6f6d3d7da19 |
completed | April 17, 2026, 12:35 a.m. |
| PD | Predicate disambiguation | batch_69d4fb9729288190a0149f127acd7ae3 |
completed | April 7, 2026, 12:41 p.m. |
Created at: April 6, 2026, 12:31 p.m.