Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005794

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006776

distance 0.329 · cross-district

#2 · Bhandaracell 4710000901

distance 0.351 · cross-district

#3 · Yavatmalcell 5000007952

distance 0.354 · cross-district

#4 · Yavatmalcell 5000008917

distance 0.359 · cross-district

#5 · Gondiacell 4760000135

distance 0.362 · cross-district

#6 · Chandrapurcell 4730004861

distance 0.366

#7 · Jalgaoncell 4780000381

distance 0.368 · cross-district

#8 · Gadchirolicell 4750006833

distance 0.368 · cross-district

#9 · Yavatmalcell 5000009147

distance 0.369 · cross-district

#10 · Chandrapurcell 4730005682

distance 0.369

#11 · Bhandaracell 4710000382

distance 0.369 · cross-district

#12 · Gadchirolicell 4750011521

distance 0.37 · cross-district

#13 · Chandrapurcell 4730006374

distance 0.371

#14 · Yavatmalcell 5000008207

distance 0.377 · cross-district

#15 · Nagpurcell 4840001043

distance 0.378 · cross-district

#16 · Gondiacell 4760000136

distance 0.379 · cross-district

#17 · Yavatmalcell 5000009146

distance 0.38 · cross-district

#18 · Nagpurcell 4840001434

distance 0.38 · 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":4730005794}}}'

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.