Triple

T4182579
Position Surface form Disambiguated ID Type / Status
Subject Battle of Lechaeum E88226 entity
Predicate relatedTo P37 FINISHED
Object Iphicratean reforms
The Iphicratean reforms were a set of military innovations in 4th-century BCE Athens, attributed to the general Iphicrates, that re-equipped and reorganized peltast infantry to enhance their effectiveness against traditional hoplite forces.
E419470 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: Iphicratean reforms | Statement: [Battle of Lechaeum, relatedTo, Iphicratean reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iphicratean reforms
Context triple: [Battle of Lechaeum, relatedTo, Iphicratean reforms]
  • A. Lycurgan reforms
    The Lycurgan reforms were a legendary set of Spartan laws and institutions attributed to the lawgiver Lycurgus that shaped Sparta into a highly militarized, disciplined, and austere society.
  • B. Gracchan reforms
    The Gracchan reforms were a series of radical social and agrarian measures in the late Roman Republic, led by the tribunes Tiberius and Gaius Gracchus, aimed at redistributing land and curbing elite power, which intensified political conflict and set precedents for later upheavals.
  • C. Solonian Constitution
    The Solonian Constitution was an early 6th-century BCE Athenian legal and political reform package that restructured social classes, limited aristocratic power, and laid key foundations for Athenian democracy.
  • D. Peisistratid tyranny in Athens
    The Peisistratid tyranny in Athens was a period of autocratic rule by the Peisistratid family in the 6th century BCE that laid important groundwork for later Athenian democracy.
  • E. Justinianic reforms
    The Justinianic reforms were a comprehensive series of legal, administrative, and fiscal changes under the Byzantine emperor Justinian I that sought to centralize imperial authority and systematically codify Roman law.
  • 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: Iphicratean reforms
Triple: [Battle of Lechaeum, relatedTo, Iphicratean reforms]
Generated description
The Iphicratean reforms were a set of military innovations in 4th-century BCE Athens, attributed to the general Iphicrates, that re-equipped and reorganized peltast infantry to enhance their effectiveness against traditional hoplite forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iphicratean reforms
Target entity description: The Iphicratean reforms were a set of military innovations in 4th-century BCE Athens, attributed to the general Iphicrates, that re-equipped and reorganized peltast infantry to enhance their effectiveness against traditional hoplite forces.
  • A. Lycurgan reforms
    The Lycurgan reforms were a legendary set of Spartan laws and institutions attributed to the lawgiver Lycurgus that shaped Sparta into a highly militarized, disciplined, and austere society.
  • B. Gracchan reforms
    The Gracchan reforms were a series of radical social and agrarian measures in the late Roman Republic, led by the tribunes Tiberius and Gaius Gracchus, aimed at redistributing land and curbing elite power, which intensified political conflict and set precedents for later upheavals.
  • C. Solonian Constitution
    The Solonian Constitution was an early 6th-century BCE Athenian legal and political reform package that restructured social classes, limited aristocratic power, and laid key foundations for Athenian democracy.
  • D. Peisistratid tyranny in Athens
    The Peisistratid tyranny in Athens was a period of autocratic rule by the Peisistratid family in the 6th century BCE that laid important groundwork for later Athenian democracy.
  • E. Justinianic reforms
    The Justinianic reforms were a comprehensive series of legal, administrative, and fiscal changes under the Byzantine emperor Justinian I that sought to centralize imperial authority and systematically codify Roman law.
  • 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0305e2e88190a51f176f8534f1f9 completed March 9, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589fbcc5881908f245bb377082dcc completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58b22a1d88190a16e1c1e41291f5a completed March 14, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69b58b8bfb288190a097942b5b8c366e completed March 14, 2026, 4:23 p.m.
Created at: March 9, 2026, 3:45 p.m.