Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000559

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000838

distance 0.116

#2 · Laturcell 4810005678

distance 0.116 · cross-district

#3 · Parbhanicell 4890000613

distance 0.119

#4 · Parbhanicell 4890000782

distance 0.153

#5 · Nandedcell 4850003740

distance 0.155 · cross-district

#6 · Parbhanicell 4890000326

distance 0.157

#7 · Laturcell 4810005562

distance 0.159 · cross-district

#8 · Nandedcell 4850003582

distance 0.16 · cross-district

#9 · Parbhanicell 4890001391

distance 0.161

#10 · Beedcell 4700000828

distance 0.163 · cross-district

#11 · Parbhanicell 4890000725

distance 0.163

#12 · Parbhanicell 4890000775

distance 0.169

#13 · Parbhanicell 4890000549

distance 0.172

#14 · Beedcell 4700001219

distance 0.175 · cross-district

#15 · Laturcell 4810005891

distance 0.175 · cross-district

#16 · Beedcell 4700000829

distance 0.175 · cross-district

#17 · Parbhanicell 4890000666

distance 0.176

#18 · Laturcell 4810006021

distance 0.178 · 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":4890000559}}}'

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.