Triple

T3366006
Position Surface form Disambiguated ID Type / Status
Subject Qena Governorate E70836 entity
Predicate hasSettlement P1068 FINISHED
Object Nag Hammadi
Nag Hammadi is a city in Upper Egypt best known internationally as the discovery site of the Nag Hammadi Library, a collection of early Christian and Gnostic texts.
E351841 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: Nag Hammadi | Statement: [Qena Governorate, hasSettlement, Nag Hammadi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nag Hammadi
Context triple: [Qena Governorate, hasSettlement, Nag Hammadi]
  • A. Shenoutean corpus
    The Shenoutean corpus is the body of Coptic monastic and theological writings attributed to Shenoute of Atripe, a major source for understanding late antique Egyptian Christianity and monasticism.
  • B. Dead Sea Scrolls
    The Dead Sea Scrolls are a collection of ancient Jewish manuscripts discovered near Qumran that include some of the oldest known biblical texts and shed light on Second Temple Judaism.
  • C. Papyrus 66
    Papyrus 66 is an early third-century Greek manuscript of the Gospel of John, notable for its importance to New Testament textual criticism and its affiliation with the Alexandrian text-type.
  • D. Oxyrhynchus
    Oxyrhynchus was an important ancient Egyptian city, especially noted today for the vast cache of Greek and Latin papyri discovered there that has greatly enriched knowledge of classical literature and early Christianity.
  • E. Pyrgi Tablets
    The Pyrgi Tablets are a set of ancient gold inscriptions from the 5th century BCE bearing parallel texts in Etruscan and Phoenician, making them a key source for understanding the Etruscan language and its cultural contacts.
  • 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: Nag Hammadi
Triple: [Qena Governorate, hasSettlement, Nag Hammadi]
Generated description
Nag Hammadi is a city in Upper Egypt best known internationally as the discovery site of the Nag Hammadi Library, a collection of early Christian and Gnostic texts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nag Hammadi
Target entity description: Nag Hammadi is a city in Upper Egypt best known internationally as the discovery site of the Nag Hammadi Library, a collection of early Christian and Gnostic texts.
  • A. Shenoutean corpus
    The Shenoutean corpus is the body of Coptic monastic and theological writings attributed to Shenoute of Atripe, a major source for understanding late antique Egyptian Christianity and monasticism.
  • B. Dead Sea Scrolls
    The Dead Sea Scrolls are a collection of ancient Jewish manuscripts discovered near Qumran that include some of the oldest known biblical texts and shed light on Second Temple Judaism.
  • C. Papyrus 66
    Papyrus 66 is an early third-century Greek manuscript of the Gospel of John, notable for its importance to New Testament textual criticism and its affiliation with the Alexandrian text-type.
  • D. Oxyrhynchus
    Oxyrhynchus was an important ancient Egyptian city, especially noted today for the vast cache of Greek and Latin papyri discovered there that has greatly enriched knowledge of classical literature and early Christianity.
  • E. Pyrgi Tablets
    The Pyrgi Tablets are a set of ancient gold inscriptions from the 5th century BCE bearing parallel texts in Etruscan and Phoenician, making them a key source for understanding the Etruscan language and its cultural contacts.
  • 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_69ad85a729d48190afd789cd8417f289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb287a30c8190b4c40091675c94fb completed March 8, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b325500eac8190b6f43864af8bda6c completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b329016c7c819098b494ae5d712036 completed March 12, 2026, 8:58 p.m.
NED2 Entity disambiguation (via description) batch_69b329aca800819091f287a2f00557a2 completed March 12, 2026, 9:01 p.m.
Created at: March 8, 2026, 3:13 p.m.