Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009357

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

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009296

distance 0.264

#2 · Chandrapurcell 4730009418

distance 0.269

#3 · Chandrapurcell 4730009358

distance 0.279

#4 · Gondiacell 4760000585

distance 0.296 · cross-district

#5 · Gondiacell 4760000700

distance 0.303 · cross-district

#6 · Chandrapurcell 4730000937

distance 0.308

#7 · Gondiacell 4760000371

distance 0.318 · cross-district

#8 · Chandrapurcell 4730001125

distance 0.319

#9 · Gondiacell 4760000370

distance 0.326 · cross-district

#10 · Gondiacell 4760000701

distance 0.336 · cross-district

#11 · Gondiacell 4760000816

distance 0.339 · cross-district

#12 · Gondiacell 4760000405

distance 0.341 · cross-district

#13 · Gondiacell 4760000642

distance 0.345 · cross-district

#14 · Nagpurcell 4840000514

distance 0.346 · cross-district

#15 · Chandrapurcell 4730009359

distance 0.347

#16 · Chandrapurcell 4730001016

distance 0.35

#17 · Gondiacell 4760000643

distance 0.352 · cross-district

#18 · Yavatmalcell 5000005786

distance 0.357 · 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":4730009357}}}'

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.