Triple

T16115179
Position Surface form Disambiguated ID Type / Status
Subject Massy, Essonne E390984 entity
Predicate hasFacility P105 FINISHED
Object Massy-Palaiseau interchange complex
The Massy-Palaiseau interchange complex is a major multimodal transport hub in the southern Paris suburbs, linking regional and high-speed rail with local transit networks.
E1194027 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: Massy-Palaiseau interchange complex | Statement: [Massy, Essonne, hasFacility, Massy-Palaiseau interchange complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massy-Palaiseau interchange complex
Context triple: [Massy, Essonne, hasFacility, Massy-Palaiseau interchange complex]
  • A. Porte de Vincennes interchange
    The Porte de Vincennes interchange is a major road junction in eastern Paris that connects the Boulevard Périphérique ring road with key radial routes leading toward the suburb of Vincennes and beyond.
  • B. Porte Maillot interchange
    Porte Maillot interchange is a major Parisian road junction and access point linking the Boulevard Périphérique with central city avenues and regional routes near the Porte Maillot area.
  • C. Porte de Bagnolet interchange
    The Porte de Bagnolet interchange is a major road junction in eastern Paris that connects the Boulevard Périphérique with key routes leading toward the suburb of Bagnolet and beyond.
  • D. Rocquencourt interchange
    The Rocquencourt interchange is a major French highway junction near Paris that connects several key motorways, including routes toward Normandy and the western suburbs.
  • E. Porte de l’Essonne
    Porte de l’Essonne is a tram stop on the Île-de-France Tramway Line T7 serving the southern suburbs of Paris.
  • 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: Massy-Palaiseau interchange complex
Triple: [Massy, Essonne, hasFacility, Massy-Palaiseau interchange complex]
Generated description
The Massy-Palaiseau interchange complex is a major multimodal transport hub in the southern Paris suburbs, linking regional and high-speed rail with local transit networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massy-Palaiseau interchange complex
Target entity description: The Massy-Palaiseau interchange complex is a major multimodal transport hub in the southern Paris suburbs, linking regional and high-speed rail with local transit networks.
  • A. Porte de Vincennes interchange
    The Porte de Vincennes interchange is a major road junction in eastern Paris that connects the Boulevard Périphérique ring road with key radial routes leading toward the suburb of Vincennes and beyond.
  • B. Porte Maillot interchange
    Porte Maillot interchange is a major Parisian road junction and access point linking the Boulevard Périphérique with central city avenues and regional routes near the Porte Maillot area.
  • C. Porte de Bagnolet interchange
    The Porte de Bagnolet interchange is a major road junction in eastern Paris that connects the Boulevard Périphérique with key routes leading toward the suburb of Bagnolet and beyond.
  • D. Rocquencourt interchange
    The Rocquencourt interchange is a major French highway junction near Paris that connects several key motorways, including routes toward Normandy and the western suburbs.
  • E. Porte de l’Essonne
    Porte de l’Essonne is a tram stop on the Île-de-France Tramway Line T7 serving the southern suburbs of Paris.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2016a9dd48190bca3f58778ed865f completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffebab779c8190b466c26f4024aa31 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec4898088190bed531e33418c7e5 completed May 10, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffecce96508190a53f100e3207ebac completed May 10, 2026, 2:26 a.m.
Created at: April 10, 2026, 5 a.m.