Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004177

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005277

distance 0.143

#2 · Nagpurcell 4840001452

distance 0.189 · cross-district

#3 · Solapurcell 4960004864

distance 0.202 · cross-district

#4 · Buldhanacell 4720007452

distance 0.203 · cross-district

#5 · Ahmednagarcell 4660010416

distance 0.206 · cross-district

#6 · Amravaticell 4680005635

distance 0.207

#7 · Nagpurcell 4840001361

distance 0.21 · cross-district

#8 · Solapurcell 4960002652

distance 0.212 · cross-district

#9 · Nagpurcell 4840006102

distance 0.215 · cross-district

#10 · Nandedcell 4850000800

distance 0.216 · cross-district

#11 · Ahmednagarcell 4660012939

distance 0.216 · cross-district

#12 · Amravaticell 4680006903

distance 0.219

#13 · Buldhanacell 4720001268

distance 0.219 · cross-district

#14 · Jalnacell 4790002208

distance 0.219 · cross-district

#15 · Solapurcell 4960005684

distance 0.22 · cross-district

#16 · Yavatmalcell 5000003221

distance 0.22 · cross-district

#17 · Solapurcell 4960005814

distance 0.221 · cross-district

#18 · Buldhanacell 4720002574

distance 0.222 · 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":4680004177}}}'

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.