Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001396

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005777

distance 0.198 · cross-district

#2 · Parbhanicell 4890000422

distance 0.207

#3 · Beedcell 4700005299

distance 0.215 · cross-district

#4 · Ahmednagarcell 4660008420

distance 0.221 · cross-district

#5 · Nandedcell 4850004388

distance 0.226 · cross-district

#6 · Laturcell 4810005928

distance 0.236 · cross-district

#7 · Parbhanicell 4890000014

distance 0.237

#8 · Laturcell 4810004420

distance 0.241 · cross-district

#9 · Nandedcell 4850004936

distance 0.243 · cross-district

#10 · Nandedcell 4850005464

distance 0.244 · cross-district

#11 · Parbhanicell 4890000589

distance 0.247

#12 · Hingolicell 4770000092

distance 0.248 · cross-district

#13 · Beedcell 4700001352

distance 0.252 · cross-district

#14 · Hingolicell 4770000054

distance 0.252 · cross-district

#15 · Laturcell 4810006151

distance 0.253 · cross-district

#16 · Sanglicell 4930003672

distance 0.253 · cross-district

#17 · Dharashivcell 4880001506

distance 0.254 · cross-district

#18 · Nandedcell 4850004806

distance 0.257 · 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":489,"cluster_id":4890001396}}}'

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.