Triple

T14737680
Position Surface form Disambiguated ID Type / Status
Subject Cuanza Norte Province E346255 entity
Predicate hasSettlement P1068 FINISHED
Object Ambaca
Ambaca is a town and municipality in Angola known historically as an inland trading and administrative center in the north-central region of the country.
E1117595 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: Ambaca | Statement: [Cuanza Norte Province, hasSettlement, Ambaca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ambaca
Context triple: [Cuanza Norte Province, hasSettlement, Ambaca]
  • A. Thermopylae
    Thermopylae is a narrow coastal pass in central Greece famous as the site of the legendary last stand of King Leonidas and his 300 Spartans against the Persian army in 480 BCE.
  • B. Μάχη του Κλεισούρας
    Μάχη του Κλεισούρας είναι ιστορική μάχη του Β΄ Παγκοσμίου Πολέμου που διεξήχθη στο στενό της Κλεισούρας στην Ελλάδα μεταξύ ελληνικών και ιταλικών δυνάμεων.
  • C. Spartan war party
    The Spartan war party was a militaristic faction within Sparta that opposed the peace-oriented policies of King Pleistoanax and favored continued aggressive warfare.
  • D. Farsala
    Farsala is a town in central Greece known historically as the site of the ancient city of Pharsalus and the Battle of Pharsalus.
  • E. League of Corinth
    The League of Corinth was a federation of Greek city-states established under the hegemony of Philip II of Macedon to unify Greece and legitimize a collective campaign against the Persian Empire.
  • 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: Ambaca
Triple: [Cuanza Norte Province, hasSettlement, Ambaca]
Generated description
Ambaca is a town and municipality in Angola known historically as an inland trading and administrative center in the north-central region of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ambaca
Target entity description: Ambaca is a town and municipality in Angola known historically as an inland trading and administrative center in the north-central region of the country.
  • A. Thermopylae
    Thermopylae is a narrow coastal pass in central Greece famous as the site of the legendary last stand of King Leonidas and his 300 Spartans against the Persian army in 480 BCE.
  • B. Μάχη του Κλεισούρας
    Μάχη του Κλεισούρας είναι ιστορική μάχη του Β΄ Παγκοσμίου Πολέμου που διεξήχθη στο στενό της Κλεισούρας στην Ελλάδα μεταξύ ελληνικών και ιταλικών δυνάμεων.
  • C. Spartan war party
    The Spartan war party was a militaristic faction within Sparta that opposed the peace-oriented policies of King Pleistoanax and favored continued aggressive warfare.
  • D. Farsala
    Farsala is a town in central Greece known historically as the site of the ancient city of Pharsalus and the Battle of Pharsalus.
  • E. League of Corinth
    The League of Corinth was a federation of Greek city-states established under the hegemony of Philip II of Macedon to unify Greece and legitimize a collective campaign against the Persian Empire.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec73264848190be23c5f0260cbe13 completed April 14, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb90378481909a3083680f11101c completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe0105fe8081909be6d790ba18693c completed May 8, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_69fe01668bd88190a1db045fdad514ba completed May 8, 2026, 3:29 p.m.
Created at: April 10, 2026, 1:29 a.m.