Triple
T11593745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spider-Man (2002 video game) |
E274948
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
LTI Gray Matter
LTI Gray Matter was a video game development studio known for creating licensed titles, including the 2002 Spider-Man game adaptation.
|
E934309
|
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: LTI Gray Matter | Statement: [Spider-Man (2002 video game), developer, LTI Gray Matter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LTI Gray Matter Context triple: [Spider-Man (2002 video game), developer, LTI Gray Matter]
-
A.
LTI
LTI (Learning Tools Interoperability) is an education technology standard that enables seamless integration of external learning applications and tools into learning management systems.
-
B.
Gray Matter
"Gray Matter" is a horror short story by Stephen King that follows a man’s grotesque transformation after drinking a contaminated can of beer.
-
C.
Gray Matter Technologies
Gray Matter Technologies is a fictional high-tech research company in the TV series "Breaking Bad," co-founded by Walter White and Elliott Schwartz, that becomes highly successful after Walter leaves.
-
D.
Grey Matter
Grey Matter is a small, highly intelligent Galvan alien form that Ben Tennyson transforms into in the Ben 10 franchise, known for his genius-level problem-solving and technical skills.
-
E.
Lumen
Lumen is a lightweight PHP micro-framework created by the Laravel team, optimized for building fast microservices and APIs.
- 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: LTI Gray Matter Triple: [Spider-Man (2002 video game), developer, LTI Gray Matter]
Generated description
LTI Gray Matter was a video game development studio known for creating licensed titles, including the 2002 Spider-Man game adaptation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LTI Gray Matter Target entity description: LTI Gray Matter was a video game development studio known for creating licensed titles, including the 2002 Spider-Man game adaptation.
-
A.
LTI
LTI (Learning Tools Interoperability) is an education technology standard that enables seamless integration of external learning applications and tools into learning management systems.
-
B.
Gray Matter
"Gray Matter" is a horror short story by Stephen King that follows a man’s grotesque transformation after drinking a contaminated can of beer.
-
C.
Gray Matter Technologies
Gray Matter Technologies is a fictional high-tech research company in the TV series "Breaking Bad," co-founded by Walter White and Elliott Schwartz, that becomes highly successful after Walter leaves.
-
D.
Grey Matter
Grey Matter is a small, highly intelligent Galvan alien form that Ben Tennyson transforms into in the Ben 10 franchise, known for his genius-level problem-solving and technical skills.
-
E.
Lumen
Lumen is a lightweight PHP micro-framework created by the Laravel team, optimized for building fast microservices and APIs.
- 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_69d6aae6b14c81908dc5a74bad7591f9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8946594348190935106132fd18028 |
completed | April 10, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e7146fdd8c8190a54f3290e155e900 |
completed | April 21, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69e720fc0f38819083bd15169f2ce4bb |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e72353c19c8190b7a579e9af823872 |
completed | April 21, 2026, 7:12 a.m. |
Created at: April 8, 2026, 9:38 p.m.