Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003965

The MH-36 locality cells most similar to this Chandrapur 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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002901

distance 0.173

#2 · Nagpurcell 4840006611

distance 0.213 · cross-district

#3 · Gondiacell 4760001602

distance 0.221 · cross-district

#4 · Chandrapurcell 4730003964

distance 0.223

#5 · Chandrapurcell 4730004337

distance 0.228

#6 · Akolacell 4670002984

distance 0.233 · cross-district

#7 · Chandrapurcell 4730003628

distance 0.233

#8 · Chandrapurcell 4730004052

distance 0.234

#9 · Amravaticell 4680002499

distance 0.238 · cross-district

#10 · Chandrapurcell 4730003627

distance 0.238

#11 · Akolacell 4670002981

distance 0.239 · cross-district

#12 · Akolacell 4670001423

distance 0.239 · cross-district

#13 · Chandrapurcell 4730003307

distance 0.24

#14 · Akolacell 4670002992

distance 0.243 · cross-district

#15 · Amravaticell 4680002072

distance 0.244 · cross-district

#16 · Jalgaoncell 4780005932

distance 0.244 · cross-district

#17 · Jalgaoncell 4780005504

distance 0.246 · cross-district

#18 · Hingolicell 4770000900

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":473,"cluster_id":4730003965}}}'

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.