Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004841

The MH-36 locality cells most similar to this Buldhana cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004537

distance 0.189

#2 · Amravaticell 4680006498

distance 0.203 · cross-district

#3 · Amravaticell 4680007268

distance 0.213 · cross-district

#4 · Amravaticell 4680001838

distance 0.214 · cross-district

#5 · Amravaticell 4680006650

distance 0.216 · cross-district

#6 · Buldhanacell 4720004185

distance 0.217

#7 · Amravaticell 4680006214

distance 0.222 · cross-district

#8 · Buldhanacell 4720003512

distance 0.222

#9 · Amravaticell 4680007105

distance 0.23 · cross-district

#10 · Buldhanacell 4720003534

distance 0.234

#11 · Jalgaoncell 4780009497

distance 0.24 · cross-district

#12 · Amravaticell 4680006503

distance 0.241 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004082

distance 0.243 · cross-district

#14 · Buldhanacell 4720004263

distance 0.244

#15 · Sanglicell 4930001665

distance 0.244 · cross-district

#16 · Amravaticell 4680007108

distance 0.245 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004475

distance 0.248 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003993

distance 0.249 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":472,"cluster_id":4720004841}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.