Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005395

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

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004591

distance 0.271 · cross-district

#2 · Chandrapurcell 4730008037

distance 0.279

#3 · Chandrapurcell 4730008495

distance 0.281

#4 · Nagpurcell 4840004950

distance 0.298 · cross-district

#5 · Nagpurcell 4840006225

distance 0.311 · cross-district

#6 · Chandrapurcell 4730005942

distance 0.315

#7 · Chandrapurcell 4730006050

distance 0.316

#8 · Nagpurcell 4840000820

distance 0.32 · cross-district

#9 · Nagpurcell 4840003005

distance 0.321 · cross-district

#10 · Nandedcell 4850005768

distance 0.322 · cross-district

#11 · Chandrapurcell 4730004437

distance 0.324

#12 · Wardhacell 4980002079

distance 0.326 · cross-district

#13 · Amravaticell 4680010334

distance 0.327 · cross-district

#14 · Nagpurcell 4840002792

distance 0.327 · cross-district

#15 · Solapurcell 4960009985

distance 0.328 · cross-district

#16 · Nagpurcell 4840004392

distance 0.33 · cross-district

#17 · Nagpurcell 4840001544

distance 0.331 · cross-district

#18 · Chandrapurcell 4730006168

distance 0.331

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":4730005395}}}'

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.