Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000002255

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001015

distance 0.177

#2 · Hingolicell 4770000451

distance 0.182 · cross-district

#3 · Yavatmalcell 5000002380

distance 0.184

#4 · Hingolicell 4770001895

distance 0.196 · cross-district

#5 · Hingolicell 4770004013

distance 0.204 · cross-district

#6 · Nandedcell 4850007461

distance 0.207 · cross-district

#7 · Yavatmalcell 5000004314

distance 0.208

#8 · Yavatmalcell 5000001641

distance 0.208

#9 · Nandedcell 4850008062

distance 0.213 · cross-district

#10 · Yavatmalcell 5000009737

distance 0.219

#11 · Nandedcell 4850000668

distance 0.219 · cross-district

#12 · Nandedcell 4850007787

distance 0.219 · cross-district

#13 · Washimcell 4990000631

distance 0.219 · cross-district

#14 · Yavatmalcell 5000001568

distance 0.22

#15 · Nandedcell 4850008991

distance 0.221 · cross-district

#16 · Yavatmalcell 5000004480

distance 0.221

#17 · Hingolicell 4770001891

distance 0.224 · cross-district

#18 · Hingolicell 4770000548

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":500,"cluster_id":5000002255}}}'

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.