Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009629

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005874

distance 0.258 · cross-district

#2 · Chandrapurcell 4730007566

distance 0.288

#3 · Nagpurcell 4840000202

distance 0.294 · cross-district

#4 · Wardhacell 4980003317

distance 0.325 · cross-district

#5 · Jalgaoncell 4780009006

distance 0.334 · cross-district

#6 · Nagpurcell 4840000059

distance 0.336 · cross-district

#7 · Nagpurcell 4840000140

distance 0.336 · cross-district

#8 · Yavatmalcell 5000007297

distance 0.337 · cross-district

#9 · Chandrapurcell 4730009341

distance 0.339

#10 · Bhandaracell 4710000849

distance 0.345 · cross-district

#11 · Chandrapurcell 4730009397

distance 0.351

#12 · Chandrapurcell 4730009573

distance 0.351

#13 · Yavatmalcell 5000006904

distance 0.352 · cross-district

#14 · Nagpurcell 4840004208

distance 0.353 · cross-district

#15 · Yavatmalcell 5000007553

distance 0.354 · cross-district

#16 · Chandrapurcell 4730009574

distance 0.354

#17 · Yavatmalcell 5000005942

distance 0.355 · cross-district

#18 · Nagpurcell 4840003423

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":4730009629}}}'

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.