Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001421

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780000348

distance 0.193 · cross-district

#2 · Chandrapurcell 4730006887

distance 0.209 · cross-district

#3 · Jalgaoncell 4780000804

distance 0.21 · cross-district

#4 · Jalgaoncell 4780001559

distance 0.212 · cross-district

#5 · Nagpurcell 4840004256

distance 0.226 · cross-district

#6 · Nagpurcell 4840005986

distance 0.228 · cross-district

#7 · Jalgaoncell 4780000759

distance 0.231 · cross-district

#8 · Jalgaoncell 4780000531

distance 0.232 · cross-district

#9 · Yavatmalcell 5000005466

distance 0.244 · cross-district

#10 · Gadchirolicell 4750010318

distance 0.244 · cross-district

#11 · Chandrapurcell 4730006890

distance 0.244 · cross-district

#12 · Nagpurcell 4840001612

distance 0.245 · cross-district

#13 · Chandrapurcell 4730005473

distance 0.245 · cross-district

#14 · Chandrapurcell 4730004858

distance 0.248 · cross-district

#15 · Jalgaoncell 4780000754

distance 0.25 · cross-district

#16 · Nagpurcell 4840005989

distance 0.25 · cross-district

#17 · Yavatmalcell 5000006382

distance 0.251 · cross-district

#18 · Chandrapurcell 4730008852

distance 0.255 · 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":4890001421}}}'

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.