Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002046

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002531

distance 0.147

#2 · Parbhanicell 4890002523

distance 0.171

#3 · Parbhanicell 4890003027

distance 0.172

#4 · Hingolicell 4770000040

distance 0.18 · cross-district

#5 · Parbhanicell 4890002113

distance 0.198

#6 · Parbhanicell 4890001695

distance 0.203

#7 · Nagpurcell 4840002524

distance 0.207 · cross-district

#8 · Nagpurcell 4840001371

distance 0.214 · cross-district

#9 · Parbhanicell 4890002123

distance 0.214

#10 · Hingolicell 4770001306

distance 0.214 · cross-district

#11 · Hingolicell 4770000403

distance 0.222 · cross-district

#12 · Amravaticell 4680000298

distance 0.222 · cross-district

#13 · Akolacell 4670003673

distance 0.222 · cross-district

#14 · Washimcell 4990001770

distance 0.222 · cross-district

#15 · Beedcell 4700005437

distance 0.223 · cross-district

#16 · Solapurcell 4960003401

distance 0.224 · cross-district

#17 · Parbhanicell 4890002602

distance 0.224

#18 · Hingolicell 4770000953

distance 0.224 · 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":4890002046}}}'

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.