Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007441

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007108

distance 0.164

#2 · Amravaticell 4680005915

distance 0.166 · cross-district

#3 · Buldhanacell 4720007313

distance 0.17

#4 · Buldhanacell 4720007440

distance 0.172

#5 · Buldhanacell 4720007452

distance 0.176

#6 · Amravaticell 4680003787

distance 0.176 · cross-district

#7 · Jalgaoncell 4780005679

distance 0.176 · cross-district

#8 · Amravaticell 4680005790

distance 0.18 · cross-district

#9 · Buldhanacell 4720007508

distance 0.182

#10 · Amravaticell 4680005658

distance 0.185 · cross-district

#11 · Amravaticell 4680000441

distance 0.187 · cross-district

#12 · Amravaticell 4680000614

distance 0.189 · cross-district

#13 · Buldhanacell 4720007188

distance 0.189

#14 · Amravaticell 4680001381

distance 0.192 · cross-district

#15 · Jalgaoncell 4780005666

distance 0.193 · cross-district

#16 · Amravaticell 4680005783

distance 0.194 · cross-district

#17 · Amravaticell 4680000387

distance 0.195 · cross-district

#18 · Wardhacell 4980000318

distance 0.196 · 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":4720007441}}}'

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.