Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003497

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003929

distance 0.218

#2 · Chandrapurcell 4730006427

distance 0.232

#3 · Gadchirolicell 4750007435

distance 0.236 · cross-district

#4 · Chandrapurcell 4730008517

distance 0.245

#5 · Chandrapurcell 4730003361

distance 0.246

#6 · Gadchirolicell 4750008051

distance 0.247 · cross-district

#7 · Yavatmalcell 5000004341

distance 0.249 · cross-district

#8 · Gadchirolicell 4750008974

distance 0.253 · cross-district

#9 · Gadchirolicell 4750011935

distance 0.258 · cross-district

#10 · Gadchirolicell 4750007345

distance 0.265 · cross-district

#11 · Gadchirolicell 4750007600

distance 0.265 · cross-district

#12 · Yavatmalcell 5000008364

distance 0.284 · cross-district

#13 · Jalgaoncell 4780005327

distance 0.287 · cross-district

#14 · Gadchirolicell 4750007753

distance 0.289 · cross-district

#15 · Chandrapurcell 4730002081

distance 0.289

#16 · Gondiacell 4760000311

distance 0.289 · cross-district

#17 · Gadchirolicell 4750005809

distance 0.291 · cross-district

#18 · Jalgaoncell 4780007453

distance 0.293 · 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":4730003497}}}'

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.