Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000870

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

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001224

distance 0.216

#2 · Parbhanicell 4890001358

distance 0.231

#3 · Ahmednagarcell 4660008301

distance 0.249 · cross-district

#4 · Laturcell 4810005978

distance 0.254 · cross-district

#5 · Jalgaoncell 4780001217

distance 0.259 · cross-district

#6 · Parbhanicell 4890001289

distance 0.259

#7 · Jalgaoncell 4780002004

distance 0.263 · cross-district

#8 · Parbhanicell 4890000988

distance 0.264

#9 · Parbhanicell 4890001235

distance 0.268

#10 · Jalgaoncell 4780002003

distance 0.27 · cross-district

#11 · Parbhanicell 4890001041

distance 0.27

#12 · Dharashivcell 4880006057

distance 0.272 · cross-district

#13 · Parbhanicell 4890000977

distance 0.273

#14 · Jalgaoncell 4780000676

distance 0.274 · cross-district

#15 · Dharashivcell 4880006228

distance 0.277 · cross-district

#16 · Jalgaoncell 4780001304

distance 0.279 · cross-district

#17 · Jalgaoncell 4780001220

distance 0.281 · cross-district

#18 · Jalgaoncell 4780002717

distance 0.283 · 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":4890000870}}}'

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.