Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001034

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001221

distance 0.201

#2 · Nagpurcell 4840004941

distance 0.207 · cross-district

#3 · Chandrapurcell 4730005379

distance 0.208 · cross-district

#4 · Jalnacell 4790005424

distance 0.21 · cross-district

#5 · Jalgaoncell 4780000499

distance 0.217 · cross-district

#6 · Parbhanicell 4890001422

distance 0.231

#7 · Chandrapurcell 4730005483

distance 0.232 · cross-district

#8 · Jalgaoncell 4780001269

distance 0.233 · cross-district

#9 · Parbhanicell 4890000974

distance 0.234

#10 · Nagpurcell 4840001967

distance 0.239 · cross-district

#11 · Jalnacell 4790005471

distance 0.239 · cross-district

#12 · Chandrapurcell 4730006036

distance 0.24 · cross-district

#13 · Nagpurcell 4840001790

distance 0.24 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690007222

distance 0.24 · cross-district

#15 · Jalnacell 4790005658

distance 0.241 · cross-district

#16 · Yavatmalcell 5000003724

distance 0.242 · cross-district

#17 · Parbhanicell 4890001220

distance 0.243

#18 · Jalgaoncell 4780000712

distance 0.243 · 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":4890001034}}}'

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.