Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002784

The MH-36 locality cells most similar to this Nanded 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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002782

distance 0.152

#2 · Nandedcell 4850002783

distance 0.159

#3 · Hingolicell 4770003995

distance 0.172 · cross-district

#4 · Amravaticell 4680005397

distance 0.18 · cross-district

#5 · Jalgaoncell 4780004770

distance 0.185 · cross-district

#6 · Jalgaoncell 4780005960

distance 0.186 · cross-district

#7 · Yavatmalcell 5000011385

distance 0.189 · cross-district

#8 · Washimcell 4990004151

distance 0.19 · cross-district

#9 · Akolacell 4670003808

distance 0.194 · cross-district

#10 · Washimcell 4990004246

distance 0.194 · cross-district

#11 · Beedcell 4700006948

distance 0.196 · cross-district

#12 · Akolacell 4670003999

distance 0.199 · cross-district

#13 · Buldhanacell 4720007055

distance 0.199 · cross-district

#14 · Yavatmalcell 5000011133

distance 0.2 · cross-district

#15 · Ahmednagarcell 4660011250

distance 0.201 · cross-district

#16 · Yavatmalcell 5000009718

distance 0.201 · cross-district

#17 · Akolacell 4670004146

distance 0.202 · cross-district

#18 · Akolacell 4670003589

distance 0.204 · 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":485,"cluster_id":4850002784}}}'

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.