Triple

T9106461
Position Surface form Disambiguated ID Type / Status
Subject National Transformation Program E218489 entity
Predicate alsoKnownAs P39 FINISHED
Object NTP
NTP is a Saudi Arabian government initiative aimed at diversifying the economy and enhancing public sector efficiency as part of the broader Vision 2030 reform agenda.
 E777209 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: NTP | Statement: [National Transformation Program, alsoKnownAs, NTP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NTP
Context triple: [National Transformation Program, alsoKnownAs, NTP]
  • A. Network Time Protocol
    Network Time Protocol (NTP) is a widely used networking protocol designed to synchronize the clocks of computers and devices over packet-switched, variable-latency data networks.
  • B. NTP Autokey
    NTP Autokey is a cryptographic authentication and key management protocol designed to secure time synchronization in the Network Time Protocol (NTP).
  • C. PTP
    PTP is a network-based time synchronization protocol defined by the IEEE 1588 standard that enables highly precise clock alignment across distributed systems.
  • D. PTP
    PTP is a standardized protocol used to transfer digital images from cameras and other imaging devices to computers and other hosts.
  • E. PTP
    PTP is the IATA airport code for Pointe-à-Pitre International Airport, the main air gateway to Guadeloupe in the Caribbean.
  • 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: NTP
Triple: [National Transformation Program, alsoKnownAs, NTP]
Generated description
NTP is a Saudi Arabian government initiative aimed at diversifying the economy and enhancing public sector efficiency as part of the broader Vision 2030 reform agenda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NTP
Target entity description: NTP is a Saudi Arabian government initiative aimed at diversifying the economy and enhancing public sector efficiency as part of the broader Vision 2030 reform agenda.
  • A. Network Time Protocol
    Network Time Protocol (NTP) is a widely used networking protocol designed to synchronize the clocks of computers and devices over packet-switched, variable-latency data networks.
  • B. NTP Autokey
    NTP Autokey is a cryptographic authentication and key management protocol designed to secure time synchronization in the Network Time Protocol (NTP).
  • C. PTP
    PTP is a network-based time synchronization protocol defined by the IEEE 1588 standard that enables highly precise clock alignment across distributed systems.
  • D. PTP
    PTP is a standardized protocol used to transfer digital images from cameras and other imaging devices to computers and other hosts.
  • E. PTP
    PTP is the IATA airport code for Pointe-à-Pitre International Airport, the main air gateway to Guadeloupe in the Caribbean.
  • 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_69ca83db7448819090d0a5de842ef2ac completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca57286a88190b256d2461c5c0aed completed April 1, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01840d2488190a14d458aa181cc47 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d0196766248190aebda80cbd7d1eef completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d019d76d2481909118b163ce5713f2 completed April 3, 2026, 7:49 p.m.
Created at: March 30, 2026, 7:16 p.m.