Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000987

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000929

distance 0.203

#2 · Parbhanicell 4890000985

distance 0.231

#3 · Parbhanicell 4890000866

distance 0.253

#4 · Parbhanicell 4890000871

distance 0.275

#5 · Parbhanicell 4890000099

distance 0.278

#6 · Parbhanicell 4890000815

distance 0.281

#7 · Chhatrapati Sambhajinagarcell 4690008522

distance 0.289 · cross-district

#8 · Parbhanicell 4890001185

distance 0.3

#9 · Laturcell 4810006074

distance 0.3 · cross-district

#10 · Jalgaoncell 4780000545

distance 0.315 · cross-district

#11 · Jalgaoncell 4780001781

distance 0.317 · cross-district

#12 · Parbhanicell 4890001118

distance 0.317

#13 · Jalgaoncell 4780000730

distance 0.328 · cross-district

#14 · Gadchirolicell 4750010653

distance 0.329 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007741

distance 0.333 · cross-district

#16 · Laturcell 4810005918

distance 0.336 · cross-district

#17 · Jalgaoncell 4780000547

distance 0.341 · cross-district

#18 · Parbhanicell 4890000803

distance 0.343

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":4890000987}}}'

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.