Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002126

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000478

distance 0.253

#2 · Chandrapurcell 4730000827

distance 0.279

#3 · Chandrapurcell 4730002453

distance 0.289

#4 · Nagpurcell 4840004610

distance 0.316 · cross-district

#5 · Bhandaracell 4710001468

distance 0.32 · cross-district

#6 · Chandrapurcell 4730003294

distance 0.32

#7 · Chandrapurcell 4730002431

distance 0.32

#8 · Chandrapurcell 4730002396

distance 0.323

#9 · Bhandaracell 4710001517

distance 0.325 · cross-district

#10 · Gadchirolicell 4750007475

distance 0.33 · cross-district

#11 · Akolacell 4670000581

distance 0.336 · cross-district

#12 · Gondiacell 4760003359

distance 0.336 · cross-district

#13 · Chandrapurcell 4730008492

distance 0.336

#14 · Chandrapurcell 4730003575

distance 0.338

#15 · Nagpurcell 4840003611

distance 0.339 · cross-district

#16 · Chandrapurcell 4730002044

distance 0.339

#17 · Nagpurcell 4840003044

distance 0.34 · cross-district

#18 · Bhandaracell 4710001126

distance 0.34 · 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":4730002126}}}'

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.