Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001607

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005998

distance 0.212 · cross-district

#2 · Beedcell 4700007207

distance 0.224 · cross-district

#3 · Beedcell 4700007951

distance 0.24 · cross-district

#4 · Nandedcell 4850001033

distance 0.252 · cross-district

#5 · Beedcell 4700006956

distance 0.256 · cross-district

#6 · Dharashivcell 4880003375

distance 0.258 · cross-district

#7 · Parbhanicell 4890001610

distance 0.261

#8 · Beedcell 4700005882

distance 0.262 · cross-district

#9 · Nandedcell 4850005468

distance 0.264 · cross-district

#10 · Dharashivcell 4880005366

distance 0.266 · cross-district

#11 · Nandedcell 4850005534

distance 0.268 · cross-district

#12 · Dharashivcell 4880005914

distance 0.27 · cross-district

#13 · Solapurcell 4960000540

distance 0.27 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000691

distance 0.275 · cross-district

#15 · Ahmednagarcell 4660007524

distance 0.278 · cross-district

#16 · Nandedcell 4850004262

distance 0.278 · cross-district

#17 · Ahmednagarcell 4660006307

distance 0.279 · cross-district

#18 · Hingolicell 4770000166

distance 0.281 · 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":4890001607}}}'

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.