Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009030

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003461

distance 0.178 · cross-district

#2 · Wardhacell 4980004588

distance 0.184 · cross-district

#3 · Wardhacell 4980001348

distance 0.187 · cross-district

#4 · Nandedcell 4850008994

distance 0.187

#5 · Parbhanicell 4890002107

distance 0.192 · cross-district

#6 · Chandrapurcell 4730004222

distance 0.193 · cross-district

#7 · Parbhanicell 4890002264

distance 0.194 · cross-district

#8 · Wardhacell 4980000748

distance 0.197 · cross-district

#9 · Amravaticell 4680001979

distance 0.2 · cross-district

#10 · Yavatmalcell 5000007879

distance 0.201 · cross-district

#11 · Wardhacell 4980002607

distance 0.202 · cross-district

#12 · Parbhanicell 4890002920

distance 0.202 · cross-district

#13 · Parbhanicell 4890004373

distance 0.204 · cross-district

#14 · Amravaticell 4680005929

distance 0.204 · cross-district

#15 · Parbhanicell 4890003583

distance 0.208 · cross-district

#16 · Buldhanacell 4720007046

distance 0.21 · cross-district

#17 · Wardhacell 4980003230

distance 0.211 · cross-district

#18 · Wardhacell 4980004304

distance 0.211 · 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":4850009030}}}'

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.