Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003837

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001091

distance 0.193 · cross-district

#2 · Amravaticell 4680003427

distance 0.218 · cross-district

#3 · Amravaticell 4680001234

distance 0.243 · cross-district

#4 · Akolacell 4670000740

distance 0.249 · cross-district

#5 · Amravaticell 4680001691

distance 0.251 · cross-district

#6 · Jalgaoncell 4780005480

distance 0.256 · cross-district

#7 · Amravaticell 4680003223

distance 0.257 · cross-district

#8 · Amravaticell 4680004060

distance 0.257 · cross-district

#9 · Akolacell 4670003303

distance 0.258 · cross-district

#10 · Amravaticell 4680002532

distance 0.258 · cross-district

#11 · Amravaticell 4680002527

distance 0.259 · cross-district

#12 · Amravaticell 4680004271

distance 0.259 · cross-district

#13 · Amravaticell 4680002439

distance 0.263 · cross-district

#14 · Amravaticell 4680001288

distance 0.263 · cross-district

#15 · Amravaticell 4680000240

distance 0.264 · cross-district

#16 · Amravaticell 4680001908

distance 0.266 · cross-district

#17 · Akolacell 4670003351

distance 0.267 · cross-district

#18 · Parbhanicell 4890002113

distance 0.267

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":4890003837}}}'

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.