Triple

T16782817

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oued ed-Dahab	`E407896`	entity
Predicate	hasBorderControl	`P13728`	FINISHED
Object	Moroccan authorities Moroccan authorities are the governmental and security institutions of the Kingdom of Morocco responsible for administering state power, enforcing laws, and overseeing public order and border control within its claimed territories.	`E82368`	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: Moroccan authorities | Statement: [Oued ed-Dahab, hasBorderControl, Moroccan authorities]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Moroccan authorities
Context triple: [Oued ed-Dahab, hasBorderControl, Moroccan authorities]

A. Government of Morocco
The Government of Morocco is the central governing authority of the Kingdom of Morocco, overseeing national policy, public administration, and state-owned enterprises under a constitutional monarchy.
B. Public Prosecutor’s Office of Morocco
The Public Prosecutor’s Office of Morocco is the national authority responsible for directing public prosecutions and overseeing the enforcement of criminal law within the Moroccan judicial system.
C. Ministry of Transport and Logistics of Morocco
The Ministry of Transport and Logistics of Morocco is the Moroccan government department responsible for national policies, regulation, and strategic planning in transportation and logistics sectors, including road, rail, air, and maritime infrastructure.
D. IAT Morocco
IAT Morocco is the Moroccan segment of the International Appalachian Trail, extending the long-distance hiking route into North Africa’s Atlas Mountains and related geological landscapes.
E. Ministry of Justice of Morocco
The Ministry of Justice of Morocco is the government body responsible for overseeing the country’s judicial system, legal policy, and administration of courts.
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: Moroccan authorities
Triple: [Oued ed-Dahab, hasBorderControl, Moroccan authorities]

Generated description

Moroccan authorities are the governmental and security institutions of the Kingdom of Morocco responsible for administering state power, enforcing laws, and overseeing public order and border control within its claimed territories.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Moroccan authorities
Target entity description: Moroccan authorities are the governmental and security institutions of the Kingdom of Morocco responsible for administering state power, enforcing laws, and overseeing public order and border control within its claimed territories.

A. Government of Morocco chosen
The Government of Morocco is the central governing authority of the Kingdom of Morocco, overseeing national policy, public administration, and state-owned enterprises under a constitutional monarchy.
B. Public Prosecutor’s Office of Morocco
The Public Prosecutor’s Office of Morocco is the national authority responsible for directing public prosecutions and overseeing the enforcement of criminal law within the Moroccan judicial system.
C. Ministry of Transport and Logistics of Morocco
The Ministry of Transport and Logistics of Morocco is the Moroccan government department responsible for national policies, regulation, and strategic planning in transportation and logistics sectors, including road, rail, air, and maritime infrastructure.
D. IAT Morocco
IAT Morocco is the Moroccan segment of the International Appalachian Trail, extending the long-distance hiking route into North Africa’s Atlas Mountains and related geological landscapes.
E. Ministry of Justice of Morocco
The Ministry of Justice of Morocco is the government body responsible for overseeing the country’s judicial system, legal policy, and administration of courts.
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_69d8839270588190886720d9519bbf8f`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e3b217b2108190bbba262a3b324509`	completed	April 18, 2026, 4:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00ab056dc88190aeb9e135ae955125`	completed	May 10, 2026, 3:57 p.m.
NEDg	Description generation	`batch_6a00abe78194819098a2867c7cb5b8b2`	completed	May 10, 2026, 4:01 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00afddb580819090e6b4e9dd4c1545`	completed	May 10, 2026, 4:18 p.m.

Created at: April 10, 2026, 5:22 a.m.