Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009712

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

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010373

distance 0.294 · cross-district

#2 · Gadchirolicell 4750010306

distance 0.324 · cross-district

#3 · Chandrapurcell 4730009135

distance 0.327

#4 · Gadchirolicell 4750010372

distance 0.328 · cross-district

#5 · Gadchirolicell 4750010305

distance 0.333 · cross-district

#6 · Gadchirolicell 4750010440

distance 0.338 · cross-district

#7 · Chandrapurcell 4730005788

distance 0.34

#8 · Dhulecell 4740000142

distance 0.346 · cross-district

#9 · Chandrapurcell 4730009659

distance 0.347

#10 · Nashikcell 4870010464

distance 0.348 · cross-district

#11 · Chandrapurcell 4730007264

distance 0.349

#12 · Gadchirolicell 4750011652

distance 0.351 · cross-district

#13 · Nashikcell 4870008110

distance 0.351 · cross-district

#14 · Chandrapurcell 4730009414

distance 0.351

#15 · Dhulecell 4740002533

distance 0.353 · cross-district

#16 · Gadchirolicell 4750010386

distance 0.353 · cross-district

#17 · Nashikcell 4870007669

distance 0.355 · cross-district

#18 · Chandrapurcell 4730009568

distance 0.356

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":4730009712}}}'

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.