Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000040

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000021

distance 0.09

#2 · Parbhanicell 4890000017

distance 0.104

#3 · Parbhanicell 4890000042

distance 0.108

#4 · Laturcell 4810006035

distance 0.117 · cross-district

#5 · Beedcell 4700000833

distance 0.118 · cross-district

#6 · Laturcell 4810005599

distance 0.12 · cross-district

#7 · Parbhanicell 4890000007

distance 0.121

#8 · Parbhanicell 4890000060

distance 0.125

#9 · Beedcell 4700001803

distance 0.13 · cross-district

#10 · Laturcell 4810005941

distance 0.13 · cross-district

#11 · Laturcell 4810005940

distance 0.133 · cross-district

#12 · Parbhanicell 4890000045

distance 0.133

#13 · Dharashivcell 4880005542

distance 0.134 · cross-district

#14 · Beedcell 4700002280

distance 0.135 · cross-district

#15 · Parbhanicell 4890000136

distance 0.139

#16 · Nandedcell 4850002982

distance 0.141 · cross-district

#17 · Laturcell 4810005402

distance 0.143 · cross-district

#18 · Parbhanicell 4890000001

distance 0.148

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":4890000040}}}'

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.