Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002946

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000333

distance 0.132 · cross-district

#2 · Parbhanicell 4890002202

distance 0.156

#3 · Parbhanicell 4890002530

distance 0.157

#4 · Hingolicell 4770000037

distance 0.183 · cross-district

#5 · Parbhanicell 4890002603

distance 0.192

#6 · Parbhanicell 4890002371

distance 0.195

#7 · Hingolicell 4770000197

distance 0.198 · cross-district

#8 · Hingolicell 4770000192

distance 0.2 · cross-district

#9 · Parbhanicell 4890002204

distance 0.2

#10 · Parbhanicell 4890001692

distance 0.201

#11 · Hingolicell 4770000196

distance 0.205 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002308

distance 0.21 · cross-district

#13 · Hingolicell 4770000546

distance 0.211 · cross-district

#14 · Ahmednagarcell 4660012936

distance 0.212 · cross-district

#15 · Ahmednagarcell 4660012945

distance 0.212 · cross-district

#16 · Hingolicell 4770000399

distance 0.213 · cross-district

#17 · Hingolicell 4770000285

distance 0.213 · cross-district

#18 · Buldhanacell 4720005709

distance 0.216 · 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":4890002946}}}'

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.