Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004697

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004200

distance 0.135 · cross-district

#2 · Buldhanacell 4720006730

distance 0.209 · cross-district

#3 · Jalgaoncell 4780009004

distance 0.215 · cross-district

#4 · Solapurcell 4960003533

distance 0.215 · cross-district

#5 · Akolacell 4670003557

distance 0.215 · cross-district

#6 · Buldhanacell 4720007837

distance 0.219 · cross-district

#7 · Buldhanacell 4720004307

distance 0.222 · cross-district

#8 · Solapurcell 4960003810

distance 0.228 · cross-district

#9 · Akolacell 4670004243

distance 0.231 · cross-district

#10 · Amravaticell 4680005620

distance 0.232

#11 · Solapurcell 4960004241

distance 0.232 · cross-district

#12 · Amravaticell 4680004985

distance 0.237

#13 · Amravaticell 4680006431

distance 0.24

#14 · Amravaticell 4680007210

distance 0.241

#15 · Akolacell 4670003400

distance 0.244 · cross-district

#16 · Jalnacell 4790000653

distance 0.247 · cross-district

#17 · Nagpurcell 4840006384

distance 0.247 · cross-district

#18 · Akolacell 4670000818

distance 0.247 · 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":4680004697}}}'

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.