Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001558

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001266

distance 0.141

#2 · Parbhanicell 4890001019

distance 0.153

#3 · Jalnacell 4790001980

distance 0.169 · cross-district

#4 · Ahmednagarcell 4660008962

distance 0.172 · cross-district

#5 · Beedcell 4700004833

distance 0.175 · cross-district

#6 · Ahmednagarcell 4660009470

distance 0.177 · cross-district

#7 · Beedcell 4700004138

distance 0.186 · cross-district

#8 · Parbhanicell 4890002738

distance 0.19

#9 · Amravaticell 4680008811

distance 0.193 · cross-district

#10 · Parbhanicell 4890003818

distance 0.197

#11 · Beedcell 4700005622

distance 0.198 · cross-district

#12 · Parbhanicell 4890002562

distance 0.198

#13 · Jalnacell 4790000997

distance 0.199 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002166

distance 0.199 · cross-district

#15 · Parbhanicell 4890001208

distance 0.201

#16 · Solapurcell 4960009031

distance 0.201 · cross-district

#17 · Solapurcell 4960003009

distance 0.203 · cross-district

#18 · Beedcell 4700005002

distance 0.208 · 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":4890001558}}}'

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.