Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001114

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001284

distance 0.214

#2 · Parbhanicell 4890000757

distance 0.233

#3 · Laturcell 4810005649

distance 0.239 · cross-district

#4 · Jalgaoncell 4780002102

distance 0.266 · cross-district

#5 · Parbhanicell 4890000917

distance 0.268

#6 · Laturcell 4810005801

distance 0.275 · cross-district

#7 · Laturcell 4810005174

distance 0.278 · cross-district

#8 · Laturcell 4810005820

distance 0.28 · cross-district

#9 · Parbhanicell 4890001541

distance 0.28

#10 · Parbhanicell 4890001621

distance 0.283

#11 · Parbhanicell 4890000150

distance 0.293

#12 · Parbhanicell 4890001283

distance 0.296

#13 · Parbhanicell 4890001248

distance 0.3

#14 · Chhatrapati Sambhajinagarcell 4690000725

distance 0.303 · cross-district

#15 · Laturcell 4810004416

distance 0.307 · cross-district

#16 · Parbhanicell 4890001542

distance 0.313

#17 · Chhatrapati Sambhajinagarcell 4690008673

distance 0.314 · cross-district

#18 · Parbhanicell 4890000874

distance 0.317

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":4890001114}}}'

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.