Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001036

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780000829

distance 0.225 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690008403

distance 0.231 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690008523

distance 0.244 · cross-district

#4 · Parbhanicell 4890000924

distance 0.254

#5 · Parbhanicell 4890001100

distance 0.262

#6 · Parbhanicell 4890000917

distance 0.267

#7 · Parbhanicell 4890000486

distance 0.278

#8 · Jalgaoncell 4780002902

distance 0.286 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690008463

distance 0.29 · cross-district

#10 · Laturcell 4810005908

distance 0.295 · cross-district

#11 · Parbhanicell 4890000918

distance 0.303

#12 · Laturcell 4810005957

distance 0.304 · cross-district

#13 · Laturcell 4810006085

distance 0.304 · cross-district

#14 · Nandedcell 4850001755

distance 0.309 · cross-district

#15 · Laturcell 4810005002

distance 0.312 · cross-district

#16 · Parbhanicell 4890000247

distance 0.32

#17 · Chhatrapati Sambhajinagarcell 4690008575

distance 0.325 · cross-district

#18 · Wardhacell 4980003311

distance 0.325 · 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":4890001036}}}'

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.