Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003340

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 4 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 4890003341

distance 0.141

#2 · Yavatmalcell 5000006250

distance 0.172 · cross-district

#3 · Parbhanicell 4890002426

distance 0.173

#4 · Parbhanicell 4890002998

distance 0.175

#5 · Nagpurcell 4840008206

distance 0.176 · cross-district

#6 · Nagpurcell 4840007588

distance 0.181 · cross-district

#7 · Jalnacell 4790000991

distance 0.184 · cross-district

#8 · Yavatmalcell 5000006123

distance 0.185 · cross-district

#9 · Nagpurcell 4840008026

distance 0.185 · cross-district

#10 · Jalnacell 4790000775

distance 0.188 · cross-district

#11 · Parbhanicell 4890004202

distance 0.188

#12 · Nagpurcell 4840006347

distance 0.19 · cross-district

#13 · Yavatmalcell 5000005646

distance 0.191 · cross-district

#14 · Jalnacell 4790000510

distance 0.191 · cross-district

#15 · Nagpurcell 4840007213

distance 0.192 · cross-district

#16 · Parbhanicell 4890003525

distance 0.192

#17 · Parbhanicell 4890002333

distance 0.192

#18 · Yavatmalcell 5000003749

distance 0.193 · 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":4890003340}}}'

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.