Triple
T12927685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andre Royo |
E309284
|
entity |
| Predicate | appearedIn |
P795
|
FINISHED |
| Object |
Hunter Gatherer
Hunter Gatherer is an independent drama film centered on an ex-convict trying to rebuild his life and relationships in a changing neighborhood.
|
E1011733
|
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: Hunter Gatherer | Statement: [Andre Royo, appearedIn, Hunter Gatherer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunter Gatherer Context triple: [Andre Royo, appearedIn, Hunter Gatherer]
-
A.
Hadza people
The Hadza people are an indigenous hunter-gatherer community of north-central Tanzania, known for their ancient lifestyle, small population, and relative genetic and cultural isolation.
-
B.
Mundugumor society
Mundugumor society is a New Guinea tribal community studied by anthropologist Margaret Mead, noted for its highly aggressive social relations and minimal differentiation between male and female temperaments.
-
C.
Wergaia people
The Wergaia people are an Aboriginal Australian group whose traditional lands lie in western Victoria, where they maintain rich cultural, linguistic, and spiritual connections to Country.
-
D.
Crow Tribe
The Crow Tribe is a Native American nation of the Northern Plains, traditionally known for its horse culture, buffalo hunting, and residence in what is now Montana and Wyoming.
-
E.
Galice Creek people
The Galice Creek people are an Indigenous group from southwestern Oregon historically associated with the Athabaskan-speaking communities of the Pacific Coast region.
- 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: Hunter Gatherer Triple: [Andre Royo, appearedIn, Hunter Gatherer]
Generated description
Hunter Gatherer is an independent drama film centered on an ex-convict trying to rebuild his life and relationships in a changing neighborhood.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunter Gatherer Target entity description: Hunter Gatherer is an independent drama film centered on an ex-convict trying to rebuild his life and relationships in a changing neighborhood.
-
A.
Hadza people
The Hadza people are an indigenous hunter-gatherer community of north-central Tanzania, known for their ancient lifestyle, small population, and relative genetic and cultural isolation.
-
B.
Mundugumor society
Mundugumor society is a New Guinea tribal community studied by anthropologist Margaret Mead, noted for its highly aggressive social relations and minimal differentiation between male and female temperaments.
-
C.
Wergaia people
The Wergaia people are an Aboriginal Australian group whose traditional lands lie in western Victoria, where they maintain rich cultural, linguistic, and spiritual connections to Country.
-
D.
Crow Tribe
The Crow Tribe is a Native American nation of the Northern Plains, traditionally known for its horse culture, buffalo hunting, and residence in what is now Montana and Wyoming.
-
E.
Galice Creek people
The Galice Creek people are an Indigenous group from southwestern Oregon historically associated with the Athabaskan-speaking communities of the Pacific Coast region.
- 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d971ec72a48190aceef10630603d2c |
completed | April 10, 2026, 9:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af6655e88190ac33567870a947bb |
completed | May 3, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69f6b0660b188190a67bfff73b882d92 |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1a539148190be7a4f16f738ca90 |
completed | May 3, 2026, 2:23 a.m. |
Created at: April 9, 2026, 5:42 p.m.