Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002461

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002380

distance 0.178

#2 · Parbhanicell 4890003194

distance 0.191

#3 · Hingolicell 4770003897

distance 0.216 · cross-district

#4 · Chandrapurcell 4730001049

distance 0.224 · cross-district

#5 · Parbhanicell 4890002539

distance 0.255

#6 · Chandrapurcell 4730002501

distance 0.255 · cross-district

#7 · Yavatmalcell 5000010636

distance 0.259 · cross-district

#8 · Yavatmalcell 5000001985

distance 0.266 · cross-district

#9 · Chandrapurcell 4730003468

distance 0.27 · cross-district

#10 · Yavatmalcell 5000002376

distance 0.27 · cross-district

#11 · Yavatmalcell 5000003817

distance 0.271 · cross-district

#12 · Bhandaracell 4710001246

distance 0.275 · cross-district

#13 · Chandrapurcell 4730002365

distance 0.275 · cross-district

#14 · Bhandaracell 4710000690

distance 0.276 · cross-district

#15 · Nagpurcell 4840001368

distance 0.277 · cross-district

#16 · Amravaticell 4680000143

distance 0.278 · cross-district

#17 · Yavatmalcell 5000002368

distance 0.279 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000060

distance 0.279 · 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":4890002461}}}'

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.