Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000985

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000987

distance 0.231

#2 · Parbhanicell 4890000929

distance 0.239

#3 · Jalgaoncell 4780001141

distance 0.268 · cross-district

#4 · Parbhanicell 4890000815

distance 0.268

#5 · Parbhanicell 4890001245

distance 0.284

#6 · Chhatrapati Sambhajinagarcell 4690008522

distance 0.293 · cross-district

#7 · Parbhanicell 4890000866

distance 0.298

#8 · Ahmednagarcell 4660009973

distance 0.323 · cross-district

#9 · Parbhanicell 4890000811

distance 0.327

#10 · Ahmednagarcell 4660013998

distance 0.332 · cross-district

#11 · Jalgaoncell 4780000545

distance 0.335 · cross-district

#12 · Jalgaoncell 4780000295

distance 0.336 · cross-district

#13 · Beedcell 4700007208

distance 0.337 · cross-district

#14 · Chandrapurcell 4730009318

distance 0.339 · cross-district

#15 · Chandrapurcell 4730007213

distance 0.341 · cross-district

#16 · Laturcell 4810006083

distance 0.342 · cross-district

#17 · Chandrapurcell 4730007224

distance 0.345 · cross-district

#18 · Beedcell 4700007298

distance 0.346 · 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":4890000985}}}'

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.