Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010354

The MH-36 locality cells most similar to this Amravati 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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010356

distance 0.141

#2 · Buldhanacell 4720008169

distance 0.167 · cross-district

#3 · Amravaticell 4680010187

distance 0.184

#4 · Amravaticell 4680010250

distance 0.197

#5 · Amravaticell 4680010188

distance 0.198

#6 · Buldhanacell 4720008201

distance 0.199 · cross-district

#7 · Buldhanacell 4720008251

distance 0.201 · cross-district

#8 · Buldhanacell 4720008167

distance 0.206 · cross-district

#9 · Buldhanacell 4720008168

distance 0.207 · cross-district

#10 · Nagpurcell 4840006975

distance 0.215 · cross-district

#11 · Amravaticell 4680010359

distance 0.218

#12 · Buldhanacell 4720008222

distance 0.218 · cross-district

#13 · Hingolicell 4770003800

distance 0.22 · cross-district

#14 · Buldhanacell 4720008166

distance 0.221 · cross-district

#15 · Hingolicell 4770001419

distance 0.221 · cross-district

#16 · Buldhanacell 4720008235

distance 0.222 · cross-district

#17 · Amravaticell 4680010595

distance 0.222

#18 · Akolacell 4670000155

distance 0.223 · 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":468,"cluster_id":4680010354}}}'

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.