Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840001302

The MH-36 locality cells most similar to this Nagpur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000886

distance 0.243

#2 · Bhandaracell 4710001648

distance 0.251 · cross-district

#3 · Nagpurcell 4840002369

distance 0.259

#4 · Chandrapurcell 4730008007

distance 0.265 · cross-district

#5 · Nagpurcell 4840001912

distance 0.266

#6 · Gadchirolicell 4750009156

distance 0.272 · cross-district

#7 · Gondiacell 4760000985

distance 0.277 · cross-district

#8 · Gondiacell 4760002623

distance 0.279 · cross-district

#9 · Nagpurcell 4840003515

distance 0.284

#10 · Bhandaracell 4710001758

distance 0.284 · cross-district

#11 · Bhandaracell 4710001756

distance 0.284 · cross-district

#12 · Bhandaracell 4710001690

distance 0.284 · cross-district

#13 · Chandrapurcell 4730006613

distance 0.285 · cross-district

#14 · Nagpurcell 4840002470

distance 0.285

#15 · Jalgaoncell 4780004615

distance 0.286 · cross-district

#16 · Gondiacell 4760001663

distance 0.288 · cross-district

#17 · Nagpurcell 4840004847

distance 0.289

#18 · Bhandaracell 4710001972

distance 0.291 · 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":484,"cluster_id":4840001302}}}'

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.