Triple
T3175831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stone Age |
E66462
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Neolithic
The Neolithic was the later part of the Stone Age marked by the development of agriculture, permanent settlements, and polished stone tools.
|
E66462
|
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: Neolithic | Statement: [Stone Age, hasPart, Neolithic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neolithic Context triple: [Stone Age, hasPart, Neolithic]
-
A.
Stone Age
The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
-
B.
Woodland period
The Woodland period was a prehistoric era in North America marked by the development of pottery, mound-building, horticulture, and increasingly complex social and trade networks.
-
C.
Bronze Age
The Bronze Age was an ancient era characterized by the widespread use of bronze tools and weapons, early urbanization, and the emergence of complex societies across regions including the Near East, where the Hebrews lived.
-
D.
Archaic period
The Archaic period in Aridoamerica was a long prehistoric era marked by hunter-gatherer societies adapting to arid environments through intensive plant use, early cultivation, and increasingly complex social organization.
-
E.
Early Bronze Age
The Early Bronze Age was a prehistoric period marked by the widespread adoption of bronze metallurgy, the rise of the first urban civilizations, and significant advances in social complexity and long-distance trade across regions such as Mesopotamia, Anatolia, and the Levant.
- 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: Neolithic Triple: [Stone Age, hasPart, Neolithic]
Generated description
The Neolithic was the later part of the Stone Age marked by the development of agriculture, permanent settlements, and polished stone tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neolithic Target entity description: The Neolithic was the later part of the Stone Age marked by the development of agriculture, permanent settlements, and polished stone tools.
-
A.
Stone Age
chosen
The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
-
B.
Woodland period
The Woodland period was a prehistoric era in North America marked by the development of pottery, mound-building, horticulture, and increasingly complex social and trade networks.
-
C.
Bronze Age
The Bronze Age was an ancient era characterized by the widespread use of bronze tools and weapons, early urbanization, and the emergence of complex societies across regions including the Near East, where the Hebrews lived.
-
D.
Archaic period
The Archaic period in Aridoamerica was a long prehistoric era marked by hunter-gatherer societies adapting to arid environments through intensive plant use, early cultivation, and increasingly complex social organization.
-
E.
Early Bronze Age
The Early Bronze Age was a prehistoric period marked by the widespread adoption of bronze metallurgy, the rise of the first urban civilizations, and significant advances in social complexity and long-distance trade across regions such as Mesopotamia, Anatolia, and the Levant.
- F. None of above.
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_69ad8586a34c8190944c63ec11a8de1a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada671e6848190a683eec1519b9268 |
completed | March 8, 2026, 4:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235f16e60819091cbdb76130ecc40 |
completed | March 12, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69b23699a6fc81908b15c7e23340f476 |
completed | March 12, 2026, 3:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b23a51a21c819083a4986e5b3ac63d |
completed | March 12, 2026, 4 a.m. |
Created at: March 8, 2026, 3:06 p.m.