Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002801

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002735

distance 0.188

#2 · Washimcell 4990001815

distance 0.191 · cross-district

#3 · Jalgaoncell 4780003176

distance 0.206 · cross-district

#4 · Chandrapurcell 4730002793

distance 0.208

#5 · Yavatmalcell 5000009944

distance 0.212 · cross-district

#6 · Wardhacell 4980000536

distance 0.214 · cross-district

#7 · Jalgaoncell 4780005820

distance 0.215 · cross-district

#8 · Yavatmalcell 5000003627

distance 0.217 · cross-district

#9 · Jalgaoncell 4780002775

distance 0.22 · cross-district

#10 · Jalgaoncell 4780002642

distance 0.22 · cross-district

#11 · Jalgaoncell 4780006406

distance 0.22 · cross-district

#12 · Chandrapurcell 4730001468

distance 0.221

#13 · Gadchirolicell 4750003687

distance 0.222 · cross-district

#14 · Buldhanacell 4720001546

distance 0.222 · cross-district

#15 · Yavatmalcell 5000007292

distance 0.223 · cross-district

#16 · Wardhacell 4980001386

distance 0.223 · cross-district

#17 · Jalgaoncell 4780003068

distance 0.224 · cross-district

#18 · Hingolicell 4770003936

distance 0.224 · 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":4730002801}}}'

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.