Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000007321

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002342

distance 0.25 · cross-district

#2 · Yavatmalcell 5000009169

distance 0.257

#3 · Yavatmalcell 5000005032

distance 0.293

#4 · Washimcell 4990001010

distance 0.298 · cross-district

#5 · Beedcell 4700007965

distance 0.309 · cross-district

#6 · Yavatmalcell 5000007975

distance 0.313

#7 · Yavatmalcell 5000008730

distance 0.324

#8 · Yavatmalcell 5000005053

distance 0.338

#9 · Yavatmalcell 5000003995

distance 0.342

#10 · Chandrapurcell 4730004036

distance 0.343 · cross-district

#11 · Hingolicell 4770000766

distance 0.346 · cross-district

#12 · Beedcell 4700002634

distance 0.351 · cross-district

#13 · Nashikcell 4870003036

distance 0.359 · cross-district

#14 · Yavatmalcell 5000007722

distance 0.362

#15 · Beedcell 4700005739

distance 0.362 · cross-district

#16 · Yavatmalcell 5000007980

distance 0.365

#17 · Nandedcell 4850000600

distance 0.365 · cross-district

#18 · Yavatmalcell 5000004002

distance 0.366

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":5000007321}}}'

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.