Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000244

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000287

distance 0.105

#2 · Beedcell 4700003468

distance 0.134 · cross-district

#3 · Parbhanicell 4890000245

distance 0.14

#4 · Parbhanicell 4890000286

distance 0.143

#5 · Jalgaoncell 4780000283

distance 0.152 · cross-district

#6 · Jalgaoncell 4780000254

distance 0.159 · cross-district

#7 · Jalgaoncell 4780000291

distance 0.163 · cross-district

#8 · Jalgaoncell 4780000255

distance 0.164 · cross-district

#9 · Beedcell 4700003640

distance 0.165 · cross-district

#10 · Jalgaoncell 4780000340

distance 0.165 · cross-district

#11 · Jalgaoncell 4780000131

distance 0.166 · cross-district

#12 · Beedcell 4700002775

distance 0.169 · cross-district

#13 · Beedcell 4700002947

distance 0.171 · cross-district

#14 · Jalgaoncell 4780000229

distance 0.172 · cross-district

#15 · Jalgaoncell 4780000150

distance 0.173 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006276

distance 0.175 · cross-district

#17 · Jalgaoncell 4780000130

distance 0.176 · cross-district

#18 · Jalgaoncell 4780000351

distance 0.176 · 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":4890000244}}}'

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.