Triple
T13378570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tubal |
E319254
|
entity |
| Predicate | associatedPeriod |
P302
|
FINISHED |
| Object |
Iron Age Near East
The Iron Age Near East was a historical era in the ancient Middle East marked by the widespread use of iron, the rise and fall of powerful empires such as the Assyrians, Babylonians, and Persians, and significant developments in urbanization, warfare, and written culture.
|
E12209
|
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: Iron Age Near East | Statement: [Tubal, associatedPeriod, Iron Age Near East]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iron Age Near East Context triple: [Tubal, associatedPeriod, Iron Age Near East]
-
A.
Iron Age Levant
The Iron Age Levant was a culturally rich and politically fragmented region of the Eastern Mediterranean where ancient kingdoms such as Israel, Judah, Moab, and others flourished between roughly 1200 and 500 BCE.
-
B.
Bronze Age Mesopotamia
Bronze Age Mesopotamia was an early cradle of civilization in the Near East, marked by the rise of city-states like Uruk, the development of cuneiform writing, and rich mythological traditions recorded in epics such as the Epic of Gilgamesh.
-
C.
Iron Age Egypt
Iron Age Egypt refers to the later phase of ancient Egyptian civilization, roughly from the early first millennium BCE through the Saite period, marked by the use of iron, foreign invasions, and significant political and cultural transitions.
-
D.
Iron Age
The Iron Age was a major prehistoric and early historic era marked by the widespread use of iron tools and weapons, urban growth, and complex societies across regions including the ancient Near East where the Hebrews lived.
-
E.
Ancient Near East
The Ancient Near East was a cradle of early civilization encompassing regions like Mesopotamia, Anatolia, and the Levant, where some of the world’s first cities, empires, and writing systems emerged.
- 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: Iron Age Near East Triple: [Tubal, associatedPeriod, Iron Age Near East]
Generated description
The Iron Age Near East was a historical era in the ancient Middle East marked by the widespread use of iron, the rise and fall of powerful empires such as the Assyrians, Babylonians, and Persians, and significant developments in urbanization, warfare, and written culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iron Age Near East Target entity description: The Iron Age Near East was a historical era in the ancient Middle East marked by the widespread use of iron, the rise and fall of powerful empires such as the Assyrians, Babylonians, and Persians, and significant developments in urbanization, warfare, and written culture.
-
A.
Iron Age Levant
The Iron Age Levant was a culturally rich and politically fragmented region of the Eastern Mediterranean where ancient kingdoms such as Israel, Judah, Moab, and others flourished between roughly 1200 and 500 BCE.
-
B.
Bronze Age Mesopotamia
Bronze Age Mesopotamia was an early cradle of civilization in the Near East, marked by the rise of city-states like Uruk, the development of cuneiform writing, and rich mythological traditions recorded in epics such as the Epic of Gilgamesh.
-
C.
Iron Age Egypt
Iron Age Egypt refers to the later phase of ancient Egyptian civilization, roughly from the early first millennium BCE through the Saite period, marked by the use of iron, foreign invasions, and significant political and cultural transitions.
-
D.
Iron Age
chosen
The Iron Age was a major prehistoric and early historic era marked by the widespread use of iron tools and weapons, urban growth, and complex societies across regions including the ancient Near East where the Hebrews lived.
-
E.
Ancient Near East
The Ancient Near East was a cradle of early civilization encompassing regions like Mesopotamia, Anatolia, and the Levant, where some of the world’s first cities, empires, and writing systems emerged.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce56c6c8190adf4e19f6d1bc233 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7306c18d481908ebc8f802e474479 |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f730eb5fbc8190a8b780428bfe79ae |
completed | May 3, 2026, 11:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731a62e5081908a44ed9e6cc3e904 |
completed | May 3, 2026, 11:29 a.m. |
Created at: April 9, 2026, 9:33 p.m.