Triple
T22649505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expo |
E559055
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Metro bundler
Metro bundler is a JavaScript bundler optimized for React Native that efficiently transforms and packages code for mobile app development.
|
E1547594
|
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: Metro bundler | Statement: [Expo, integratesWith, Metro bundler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metro bundler Context triple: [Expo, integratesWith, Metro bundler]
-
A.
Buildpack
A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
-
B.
Bazaar
Bazaar is a distributed version control system designed for ease of use and flexible workflows, commonly used for managing source code and collaborative software development.
-
C.
Bazaar
Bazaar is a 1982 Hindi-language drama film that critically portrays the social and emotional consequences of arranged marriages driven by dowry and economic pressures in Indian society.
-
D.
Stack Bundles
Stack Bundles was an American rapper from Far Rockaway, Queens, known for his mixtapes, affiliation with ByrdGang and Desert Storm, and his influential yet tragically short-lived career in the mid-2000s New York hip-hop scene.
-
E.
BOLT Transit
BOLT Transit is a local public transportation service operating within the Greater Toronto and Hamilton Area in Ontario, Canada.
- 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: Metro bundler Triple: [Expo, integratesWith, Metro bundler]
Generated description
Metro bundler is a JavaScript bundler optimized for React Native that efficiently transforms and packages code for mobile app development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metro bundler Target entity description: Metro bundler is a JavaScript bundler optimized for React Native that efficiently transforms and packages code for mobile app development.
-
A.
Buildpack
A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
-
B.
Bazaar
Bazaar is a distributed version control system designed for ease of use and flexible workflows, commonly used for managing source code and collaborative software development.
-
C.
Bazaar
Bazaar is a 1982 Hindi-language drama film that critically portrays the social and emotional consequences of arranged marriages driven by dowry and economic pressures in Indian society.
-
D.
Stack Bundles
Stack Bundles was an American rapper from Far Rockaway, Queens, known for his mixtapes, affiliation with ByrdGang and Desert Storm, and his influential yet tragically short-lived career in the mid-2000s New York hip-hop scene.
-
E.
BOLT Transit
BOLT Transit is a local public transportation service operating within the Greater Toronto and Hamilton Area in Ontario, Canada.
- 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_69e245489dd88190b1f674acf61c8769 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1703a84b081909a683f8c850dcbf9 |
completed | April 29, 2026, 2:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b5866775c81908e851a38b863aacf |
completed | May 18, 2026, 6:20 p.m. |
| NEDg | Description generation | batch_6a0b6f5e95ec81909197b2dbca88d7df |
completed | May 18, 2026, 7:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b7032e5f48190ada4ef53a71716a6 |
completed | May 18, 2026, 8:01 p.m. |
Created at: April 17, 2026, 3:05 p.m.