Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003298

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003524

distance 0.184

#2 · Chandrapurcell 4730003230

distance 0.253

#3 · Chandrapurcell 4730002887

distance 0.256

#4 · Gondiacell 4760001695

distance 0.266 · cross-district

#5 · Gondiacell 4760001808

distance 0.274 · cross-district

#6 · Chandrapurcell 4730001744

distance 0.274

#7 · Chandrapurcell 4730001867

distance 0.279

#8 · Chandrapurcell 4730003060

distance 0.286

#9 · Chandrapurcell 4730002379

distance 0.288

#10 · Gondiacell 4760000344

distance 0.293 · cross-district

#11 · Gondiacell 4760000275

distance 0.298 · cross-district

#12 · Chandrapurcell 4730002837

distance 0.299

#13 · Solapurcell 4960006942

distance 0.306 · cross-district

#14 · Chandrapurcell 4730003839

distance 0.312

#15 · Nandurbarcell 4860001946

distance 0.315 · cross-district

#16 · Nandedcell 4850005266

distance 0.318 · cross-district

#17 · Nagpurcell 4840002273

distance 0.319 · cross-district

#18 · Nagpurcell 4840000726

distance 0.32 · 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":4730003298}}}'

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.