Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000626

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006931

distance 0.131 · cross-district

#2 · Beedcell 4700000942

distance 0.132 · cross-district

#3 · Amravaticell 4680003795

distance 0.136 · cross-district

#4 · Dharashivcell 4880005208

distance 0.141 · cross-district

#5 · Parbhanicell 4890000621

distance 0.15

#6 · Beedcell 4700006140

distance 0.151 · cross-district

#7 · Parbhanicell 4890002157

distance 0.152

#8 · Beedcell 4700005729

distance 0.153 · cross-district

#9 · Dharashivcell 4880005209

distance 0.153 · cross-district

#10 · Beedcell 4700006692

distance 0.155 · cross-district

#11 · Dharashivcell 4880004614

distance 0.155 · cross-district

#12 · Beedcell 4700001198

distance 0.156 · cross-district

#13 · Dharashivcell 4880005207

distance 0.158 · cross-district

#14 · Beedcell 4700000238

distance 0.159 · cross-district

#15 · Dharashivcell 4880005380

distance 0.16 · cross-district

#16 · Amravaticell 4680002498

distance 0.16 · cross-district

#17 · Solapurcell 4960006860

distance 0.162 · cross-district

#18 · Dharashivcell 4880002284

distance 0.162 · 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":4890000626}}}'

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.