Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000584

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000589

distance 0.175

#2 · Parbhanicell 4890000582

distance 0.228

#3 · Nandedcell 4850004857

distance 0.232 · cross-district

#4 · Parbhanicell 4890000329

distance 0.238

#5 · Parbhanicell 4890000528

distance 0.239

#6 · Parbhanicell 4890000497

distance 0.24

#7 · Parbhanicell 4890000533

distance 0.24

#8 · Laturcell 4810005853

distance 0.246 · cross-district

#9 · Nandedcell 4850003506

distance 0.257 · cross-district

#10 · Parbhanicell 4890000705

distance 0.257

#11 · Laturcell 4810005937

distance 0.259 · cross-district

#12 · Parbhanicell 4890000536

distance 0.264

#13 · Ahmednagarcell 4660006322

distance 0.264 · cross-district

#14 · Parbhanicell 4890000422

distance 0.264

#15 · Jalnacell 4790003216

distance 0.265 · cross-district

#16 · Laturcell 4810005781

distance 0.265 · cross-district

#17 · Parbhanicell 4890001003

distance 0.269

#18 · Dharashivcell 4880003756

distance 0.269 · 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":4890000584}}}'

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.