Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004312

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001316

distance 0.156 · cross-district

#2 · Parbhanicell 4890000005

distance 0.199 · cross-district

#3 · Laturcell 4810005699

distance 0.213 · cross-district

#4 · Dharashivcell 4880005164

distance 0.214 · cross-district

#5 · Laturcell 4810006082

distance 0.217 · cross-district

#6 · Ahmednagarcell 4660009624

distance 0.22 · cross-district

#7 · Laturcell 4810005184

distance 0.224 · cross-district

#8 · Nandedcell 4850001767

distance 0.224

#9 · Nandedcell 4850004664

distance 0.228

#10 · Nandedcell 4850002622

distance 0.228

#11 · Dharashivcell 4880005065

distance 0.228 · cross-district

#12 · Sanglicell 4930003673

distance 0.229 · cross-district

#13 · Hingolicell 4770000113

distance 0.233 · cross-district

#14 · Hingolicell 4770000088

distance 0.238 · cross-district

#15 · Beedcell 4700004651

distance 0.239 · cross-district

#16 · Nandedcell 4850004519

distance 0.241

#17 · Dharashivcell 4880004319

distance 0.243 · cross-district

#18 · Dharashivcell 4880004063

distance 0.244 · 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":4850004312}}}'

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.