Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009620

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.317

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010507

distance 0.317 · cross-district

#2 · Bhandaracell 4710001729

distance 0.333 · cross-district

#3 · Chandrapurcell 4730009443

distance 0.334

#4 · Chandrapurcell 4730008402

distance 0.34

#5 · Gondiacell 4760000433

distance 0.342 · cross-district

#6 · Nashikcell 4870007391

distance 0.344 · cross-district

#7 · Gadchirolicell 4750011296

distance 0.344 · cross-district

#8 · Yavatmalcell 5000005449

distance 0.352 · cross-district

#9 · Bhandaracell 4710002922

distance 0.354 · cross-district

#10 · Gondiacell 4760000692

distance 0.355 · cross-district

#11 · Chandrapurcell 4730009160

distance 0.359

#12 · Yavatmalcell 5000004764

distance 0.364 · cross-district

#13 · Nagpurcell 4840004864

distance 0.365 · cross-district

#14 · Nagpurcell 4840004940

distance 0.367 · cross-district

#15 · Bhandaracell 4710001613

distance 0.369 · cross-district

#16 · Jalgaoncell 4780003752

distance 0.369 · cross-district

#17 · Nagpurcell 4840007030

distance 0.374 · cross-district

#18 · Bhandaracell 4710002895

distance 0.374 · 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":4730009620}}}'

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.