Triple

T36512732

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lagocephalus sceleratus	`E899953`	entity
Predicate	pathwayOfIntroduction	`P29720`	FINISHED
Object	Lessepsian migration Lessepsian migration is the process by which marine species naturally spread from the Red Sea into the Mediterranean Sea through the Suez Canal, often leading to significant ecological changes.	`E2187821`	NE FINISHED

How this triple was built (3 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: Lessepsian migration | Statement: [Lagocephalus sceleratus, pathwayOfIntroduction, Lessepsian migration]

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: Lessepsian migration
Triple: [Lagocephalus sceleratus, pathwayOfIntroduction, Lessepsian migration]

Generated description

Lessepsian migration is the process by which marine species naturally spread from the Red Sea into the Mediterranean Sea through the Suez Canal, often leading to significant ecological changes.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: pathwayOfIntroduction
Context triple: [Lagocephalus sceleratus, pathwayOfIntroduction, Lessepsian migration]

A. developmentPathwayFor
Indicates that one entity serves as a route, mechanism, or process through which the development or progression of another entity occurs.
B. offersPathway chosen
Indicates that one entity provides a route, means, or opportunity for another entity to reach, access, or transition to something.
C. routeOf
Indicates that one entity is the path, course, or trajectory taken or followed by another entity (such as a vehicle, shipment, or signal).
D. oftenIntroducedBy
Indicates that one entity is frequently presented, mentioned, or brought into context by another entity.
E. hasPathway
Indicates that there exists a route, channel, or sequence of steps through which one entity leads, connects, or gives access to another.
F. None of above.

Provenance (6 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_69f76e5dada881909da2d34bc7a9202a`	completed	May 3, 2026, 3:48 p.m.
NER	Named-entity recognition	`batch_69f7c371931c8190afb1d4dd5157f92c`	completed	May 3, 2026, 9:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a39dbd93324819089b71b0d5afd04ab`	completed	June 23, 2026, 1:05 a.m.
NEDg	Description generation	`batch_6a39dcad4370819093a89f7a64c1b4dc`	completed	June 23, 2026, 1:09 a.m.
NED2	Entity disambiguation (via description)	`batch_6a39e1c8a4d48190b23a4a436f08893f`	completed	June 23, 2026, 1:30 a.m.
PD	Predicate disambiguation	`batch_69f7c1b91fd88190ab85afd626603769`	completed	May 3, 2026, 9:44 p.m.

Created at: May 3, 2026, 4:10 p.m.