Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001636

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002972

distance 0.108

#2 · Beedcell 4700007271

distance 0.13 · cross-district

#3 · Jalnacell 4790001269

distance 0.143 · cross-district

#4 · Beedcell 4700008285

distance 0.156 · cross-district

#5 · Beedcell 4700007552

distance 0.161 · cross-district

#6 · Jalnacell 4790001806

distance 0.169 · cross-district

#7 · Parbhanicell 4890002715

distance 0.174

#8 · Parbhanicell 4890002894

distance 0.176

#9 · Beedcell 4700008462

distance 0.183 · cross-district

#10 · Beedcell 4700007915

distance 0.192 · cross-district

#11 · Beedcell 4700007833

distance 0.193 · cross-district

#12 · Jalnacell 4790000205

distance 0.196 · cross-district

#13 · Parbhanicell 4890002892

distance 0.198

#14 · Beedcell 4700000626

distance 0.201 · cross-district

#15 · Parbhanicell 4890002499

distance 0.204

#16 · Parbhanicell 4890001638

distance 0.205

#17 · Parbhanicell 4890001416

distance 0.206

#18 · Jalnacell 4790000562

distance 0.206 · 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":4890001636}}}'

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.