Triple
T3438954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Germanic Iron Age |
E72522
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object |
Pre-Roman Iron Age
The Pre-Roman Iron Age was a Northern European prehistoric period marked by the early use of iron and distinct regional cultures before significant contact with the Roman Empire.
|
E72522
|
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: Pre-Roman Iron Age | Statement: [Germanic Iron Age, follows, Pre-Roman Iron Age]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pre-Roman Iron Age Context triple: [Germanic Iron Age, follows, Pre-Roman Iron Age]
-
A.
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.
-
B.
Copper Age
The Copper Age was a prehistoric period marked by the first widespread human use of copper tools and weapons, bridging the transition between the Stone Age and the Bronze Age.
-
C.
Germanic Iron Age
The Germanic Iron Age was a period in Northern European prehistory marked by the development of distinct Germanic cultures, metalworking, and social structures that laid the groundwork for the later Viking Age.
-
D.
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.
-
E.
Iron Age II
Iron Age II was a period in the ancient Near East, roughly spanning the first millennium BCE, marked by the rise of complex states, widespread use of iron tools and weapons, and the flourishing of kingdoms such as Israel and Judah.
- 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: Pre-Roman Iron Age Triple: [Germanic Iron Age, follows, Pre-Roman Iron Age]
Generated description
The Pre-Roman Iron Age was a Northern European prehistoric period marked by the early use of iron and distinct regional cultures before significant contact with the Roman Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pre-Roman Iron Age Target entity description: The Pre-Roman Iron Age was a Northern European prehistoric period marked by the early use of iron and distinct regional cultures before significant contact with the Roman Empire.
-
A.
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.
-
B.
Copper Age
The Copper Age was a prehistoric period marked by the first widespread human use of copper tools and weapons, bridging the transition between the Stone Age and the Bronze Age.
-
C.
Germanic Iron Age
chosen
The Germanic Iron Age was a period in Northern European prehistory marked by the development of distinct Germanic cultures, metalworking, and social structures that laid the groundwork for the later Viking Age.
-
D.
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.
-
E.
Iron Age II
Iron Age II was a period in the ancient Near East, roughly spanning the first millennium BCE, marked by the rise of complex states, widespread use of iron tools and weapons, and the flourishing of kingdoms such as Israel and Judah.
- 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_69ad85af50288190a854b76653deee6f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9f6de1481909b789f4b0e1113d3 |
completed | March 8, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360d0beb08190921d7cfe6b86eab2 |
completed | March 13, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_69b3615cf80481908ff305f995d0b176 |
completed | March 13, 2026, 12:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36249b50881909ebae2d35b30cc1c |
completed | March 13, 2026, 1:03 a.m. |
Created at: March 8, 2026, 3:16 p.m.