Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006448

The MH-36 locality cells most similar to this Dharashiv 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006428

distance 0.093

#2 · Dharashivcell 4880006429

distance 0.128

#3 · Beedcell 4700005960

distance 0.141 · cross-district

#4 · Dharashivcell 4880006407

distance 0.148

#5 · Dharashivcell 4880006447

distance 0.15

#6 · Beedcell 4700001259

distance 0.15 · cross-district

#7 · Ahmednagarcell 4660000627

distance 0.152 · cross-district

#8 · Parbhanicell 4890002068

distance 0.152 · cross-district

#9 · Parbhanicell 4890002162

distance 0.153 · cross-district

#10 · Beedcell 4700007109

distance 0.155 · cross-district

#11 · Beedcell 4700007006

distance 0.157 · cross-district

#12 · Beedcell 4700006516

distance 0.159 · cross-district

#13 · Dharashivcell 4880006316

distance 0.159

#14 · Dharashivcell 4880006402

distance 0.162

#15 · Parbhanicell 4890003427

distance 0.163 · cross-district

#16 · Parbhanicell 4890002566

distance 0.163 · cross-district

#17 · Beedcell 4700007110

distance 0.164 · cross-district

#18 · Parbhanicell 4890003238

distance 0.165 · 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":488,"cluster_id":4880006448}}}'

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.