Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004285

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004002

distance 0.235

#2 · Chandrapurcell 4730003733

distance 0.242

#3 · Chandrapurcell 4730002947

distance 0.257

#4 · Bhandaracell 4710000254

distance 0.262 · cross-district

#5 · Wardhacell 4980000373

distance 0.265 · cross-district

#6 · Yavatmalcell 5000003965

distance 0.265 · cross-district

#7 · Jalgaoncell 4780003803

distance 0.266 · cross-district

#8 · Wardhacell 4980000810

distance 0.266 · cross-district

#9 · Gadchirolicell 4750007485

distance 0.267 · cross-district

#10 · Buldhanacell 4720001615

distance 0.269 · cross-district

#11 · Chandrapurcell 4730003657

distance 0.27

#12 · Wardhacell 4980000567

distance 0.272 · cross-district

#13 · Nagpurcell 4840005336

distance 0.276 · cross-district

#14 · Chandrapurcell 4730001900

distance 0.276

#15 · Yavatmalcell 5000002511

distance 0.285 · cross-district

#16 · Wardhacell 4980004344

distance 0.287 · cross-district

#17 · Gadchirolicell 4750006853

distance 0.287 · cross-district

#18 · Wardhacell 4980000499

distance 0.288 · 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":4730004285}}}'

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.