Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008389

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009466

distance 0.198

#2 · Chandrapurcell 4730007460

distance 0.2

#3 · Gadchirolicell 4750011568

distance 0.205 · cross-district

#4 · Chandrapurcell 4730008625

distance 0.209

#5 · Gadchirolicell 4750010577

distance 0.218 · cross-district

#6 · Gadchirolicell 4750011733

distance 0.221 · cross-district

#7 · Gadchirolicell 4750010830

distance 0.224 · cross-district

#8 · Gondiacell 4760000600

distance 0.231 · cross-district

#9 · Gadchirolicell 4750010896

distance 0.234 · cross-district

#10 · Bhandaracell 4710001662

distance 0.236 · cross-district

#11 · Gadchirolicell 4750010631

distance 0.238 · cross-district

#12 · Gondiacell 4760000497

distance 0.243 · cross-district

#13 · Gadchirolicell 4750011435

distance 0.25 · cross-district

#14 · Bhandaracell 4710001477

distance 0.254 · cross-district

#15 · Chandrapurcell 4730009521

distance 0.255

#16 · Gadchirolicell 4750010387

distance 0.256 · cross-district

#17 · Bhandaracell 4710001024

distance 0.26 · cross-district

#18 · Gadchirolicell 4750010441

distance 0.26 · 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":4730008389}}}'

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.