Triple
T11100203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LF Edge |
E262481
|
entity |
| Predicate | hosts |
P186
|
FINISHED |
| Object |
Fledge
Fledge is an open-source industrial IoT edge platform focused on collecting, processing, and integrating sensor and operational data at the network edge.
|
E904609
|
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: Fledge | Statement: [LF Edge, hosts, Fledge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fledge Context triple: [LF Edge, hosts, Fledge]
-
A.
Feather
"Feather" is a 2023 pop song by American singer Sabrina Carpenter, known for its catchy hook and playful, confident lyrics about shedding a toxic relationship.
-
B.
Feathers
Feathers is the sharp-tongued, resourceful female gambler and love interest of Sheriff John T. Chance in the classic Western film "Rio Bravo."
-
C.
Learning to Fly
"Learning to Fly" is a 1991 rock song by Tom Petty and the Heartbreakers, known for its reflective lyrics and enduring popularity as one of Petty's signature tracks.
-
D.
The Flight
The Flight is a musical duo known for composing the atmospheric and cinematic soundtrack for the video game Horizon Zero Dawn.
-
E.
Ailes
Ailes is the surname of Roger Ailes, the influential and controversial American media executive who founded and led Fox News.
- 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: Fledge Triple: [LF Edge, hosts, Fledge]
Generated description
Fledge is an open-source industrial IoT edge platform focused on collecting, processing, and integrating sensor and operational data at the network edge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fledge Target entity description: Fledge is an open-source industrial IoT edge platform focused on collecting, processing, and integrating sensor and operational data at the network edge.
-
A.
Feather
"Feather" is a 2023 pop song by American singer Sabrina Carpenter, known for its catchy hook and playful, confident lyrics about shedding a toxic relationship.
-
B.
Feathers
Feathers is the sharp-tongued, resourceful female gambler and love interest of Sheriff John T. Chance in the classic Western film "Rio Bravo."
-
C.
Learning to Fly
"Learning to Fly" is a 1991 rock song by Tom Petty and the Heartbreakers, known for its reflective lyrics and enduring popularity as one of Petty's signature tracks.
-
D.
The Flight
The Flight is a musical duo known for composing the atmospheric and cinematic soundtrack for the video game Horizon Zero Dawn.
-
E.
Ailes
Ailes is the surname of Roger Ailes, the influential and controversial American media executive who founded and led Fox News.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79a29ee6c819092bc0da3f9255389 |
completed | April 9, 2026, 12:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7f9b46881909761ed448fa5ce6e |
completed | April 18, 2026, 8:22 p.m. |
| NEDg | Description generation | batch_69e3f2cbb4708190a328cff473104d14 |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f497a01881909d1dae70a02e5f97 |
completed | April 18, 2026, 9:16 p.m. |
Created at: April 8, 2026, 9:27 p.m.