Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002011

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.34

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780009109

distance 0.34 · cross-district

#2 · Yavatmalcell 5000004105

distance 0.371 · cross-district

#3 · Washimcell 4990003056

distance 0.388 · cross-district

#4 · Chandrapurcell 4730005797

distance 0.406

#5 · Ahmednagarcell 4660008883

distance 0.416 · cross-district

#6 · Amravaticell 4680002330

distance 0.416 · cross-district

#7 · Jalgaoncell 4780002965

distance 0.417 · cross-district

#8 · Washimcell 4990003578

distance 0.419 · cross-district

#9 · Solapurcell 4960004341

distance 0.421 · cross-district

#10 · Washimcell 4990003147

distance 0.421 · cross-district

#11 · Nagpurcell 4840000519

distance 0.425 · cross-district

#12 · Jalgaoncell 4780008575

distance 0.438 · cross-district

#13 · Buldhanacell 4720002054

distance 0.439 · cross-district

#14 · Jalgaoncell 4780006770

distance 0.444 · cross-district

#15 · Jalgaoncell 4780000239

distance 0.445 · cross-district

#16 · Gadchirolicell 4750009280

distance 0.446 · cross-district

#17 · Dharashivcell 4880002181

distance 0.446 · cross-district

#18 · Solapurcell 4960005160

distance 0.446 · 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":4730002011}}}'

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.