Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003421

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002792

distance 0.099

#2 · Parbhanicell 4890002058

distance 0.132

#3 · Parbhanicell 4890003058

distance 0.139

#4 · Beedcell 4700008370

distance 0.143 · cross-district

#5 · Parbhanicell 4890002971

distance 0.143

#6 · Beedcell 4700007461

distance 0.153 · cross-district

#7 · Beedcell 4700008002

distance 0.159 · cross-district

#8 · Parbhanicell 4890002567

distance 0.164

#9 · Parbhanicell 4890002970

distance 0.167

#10 · Beedcell 4700002739

distance 0.174 · cross-district

#11 · Jalnacell 4790000172

distance 0.175 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003867

distance 0.176 · cross-district

#13 · Beedcell 4700007724

distance 0.177 · cross-district

#14 · Beedcell 4700007743

distance 0.178 · cross-district

#15 · Jalnacell 4790001049

distance 0.181 · cross-district

#16 · Solapurcell 4960007481

distance 0.182 · cross-district

#17 · Jalnacell 4790001340

distance 0.185 · cross-district

#18 · Solapurcell 4960007732

distance 0.186 · 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":4890003421}}}'

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.