Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750002221

The MH-36 locality cells most similar to this Gadchiroli 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750003128

distance 0.296

#2 · Gadchirolicell 4750003295

distance 0.337

#3 · Gadchirolicell 4750001753

distance 0.34

#4 · Gadchirolicell 4750002118

distance 0.355

#5 · Gadchirolicell 4750002633

distance 0.362

#6 · Nandedcell 4850006722

distance 0.363 · cross-district

#7 · Nandedcell 4850006281

distance 0.368 · cross-district

#8 · Gadchirolicell 4750000892

distance 0.37

#9 · Yavatmalcell 5000002263

distance 0.371 · cross-district

#10 · Yavatmalcell 5000000860

distance 0.372 · cross-district

#11 · Yavatmalcell 5000001053

distance 0.374 · cross-district

#12 · Gadchirolicell 4750001888

distance 0.377

#13 · Nandedcell 4850005017

distance 0.38 · cross-district

#14 · Nandedcell 4850003314

distance 0.381 · cross-district

#15 · Nandedcell 4850003397

distance 0.386 · cross-district

#16 · Nandedcell 4850004277

distance 0.387 · cross-district

#17 · Gadchirolicell 4750000180

distance 0.387

#18 · Chandrapurcell 4730000521

distance 0.387 · 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":475,"cluster_id":4750002221}}}'

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.