Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000004161

The MH-36 locality cells most similar to this Yavatmal 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004342

distance 0.168

#2 · Yavatmalcell 5000005687

distance 0.177

#3 · Yavatmalcell 5000003797

distance 0.189

#4 · Yavatmalcell 5000004148

distance 0.194

#5 · Yavatmalcell 5000003959

distance 0.201

#6 · Yavatmalcell 5000005869

distance 0.201

#7 · Washimcell 4990000715

distance 0.204 · cross-district

#8 · Yavatmalcell 5000001126

distance 0.209

#9 · Ahmednagarcell 4660010941

distance 0.21 · cross-district

#10 · Beedcell 4700008442

distance 0.215 · cross-district

#11 · Hingolicell 4770000618

distance 0.216 · cross-district

#12 · Washimcell 4990000764

distance 0.22 · cross-district

#13 · Ahmednagarcell 4660010105

distance 0.221 · cross-district

#14 · Yavatmalcell 5000005363

distance 0.222

#15 · Yavatmalcell 5000006403

distance 0.222

#16 · Washimcell 4990001933

distance 0.223 · cross-district

#17 · Nandedcell 4850003197

distance 0.223 · cross-district

#18 · Gadchirolicell 4750003494

distance 0.223 · 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":500,"cluster_id":5000004161}}}'

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.