Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009526

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009523

distance 0.295

#2 · Gadchirolicell 4750010508

distance 0.308 · cross-district

#3 · Gondiacell 4760000472

distance 0.338 · cross-district

#4 · Nagpurcell 4840003908

distance 0.349 · cross-district

#5 · Chandrapurcell 4730008583

distance 0.353

#6 · Gondiacell 4760000901

distance 0.363 · cross-district

#7 · Gadchirolicell 4750011577

distance 0.366 · cross-district

#8 · Nagpurcell 4840000116

distance 0.366 · cross-district

#9 · Bhandaracell 4710001559

distance 0.366 · cross-district

#10 · Chandrapurcell 4730007579

distance 0.375

#11 · Chandrapurcell 4730008301

distance 0.376

#12 · Bhandaracell 4710002676

distance 0.382 · cross-district

#13 · Bhandaracell 4710000771

distance 0.384 · cross-district

#14 · Bhandaracell 4710001085

distance 0.385 · cross-district

#15 · Nagpurcell 4840006027

distance 0.391 · cross-district

#16 · Gadchirolicell 4750010432

distance 0.393 · cross-district

#17 · Bhandaracell 4710001463

distance 0.394 · cross-district

#18 · Gadchirolicell 4750011772

distance 0.397 · 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":4730009526}}}'

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.