Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004166

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004663

distance 0.143

#2 · Parbhanicell 4890004273

distance 0.145

#3 · Parbhanicell 4890004268

distance 0.146

#4 · Jalnacell 4790001547

distance 0.147 · cross-district

#5 · Jalnacell 4790001975

distance 0.156 · cross-district

#6 · Parbhanicell 4890004706

distance 0.156

#7 · Beedcell 4700006003

distance 0.163 · cross-district

#8 · Parbhanicell 4890004607

distance 0.164

#9 · Jalnacell 4790003074

distance 0.165 · cross-district

#10 · Jalnacell 4790001626

distance 0.168 · cross-district

#11 · Parbhanicell 4890004889

distance 0.172

#12 · Beedcell 4700005999

distance 0.175 · cross-district

#13 · Jalnacell 4790004036

distance 0.175 · cross-district

#14 · Parbhanicell 4890004657

distance 0.176

#15 · Parbhanicell 4890004333

distance 0.177

#16 · Solapurcell 4960001230

distance 0.179 · cross-district

#17 · Solapurcell 4960001558

distance 0.179 · cross-district

#18 · Parbhanicell 4890004521

distance 0.179

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":4890004166}}}'

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.