Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000286

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000244

distance 0.143

#2 · Jalgaoncell 4780000143

distance 0.18 · cross-district

#3 · Parbhanicell 4890000245

distance 0.18

#4 · Beedcell 4700000826

distance 0.183 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690006276

distance 0.196 · cross-district

#6 · Parbhanicell 4890000287

distance 0.197

#7 · Chhatrapati Sambhajinagarcell 4690006351

distance 0.199 · cross-district

#8 · Chandrapurcell 4730001495

distance 0.201 · cross-district

#9 · Amravaticell 4680000122

distance 0.201 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006581

distance 0.202 · cross-district

#11 · Jalgaoncell 4780000150

distance 0.204 · cross-district

#12 · Jalgaoncell 4780004688

distance 0.205 · cross-district

#13 · Jalgaoncell 4780000376

distance 0.206 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006865

distance 0.206 · cross-district

#15 · Parbhanicell 4890000975

distance 0.208

#16 · Chhatrapati Sambhajinagarcell 4690001756

distance 0.21 · cross-district

#17 · Jalgaoncell 4780000259

distance 0.212 · cross-district

#18 · Jalgaoncell 4780000283

distance 0.213 · 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":4890000286}}}'

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.