Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000214

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000037

distance 0.114

#2 · Parbhanicell 4890000350

distance 0.157

#3 · Parbhanicell 4890000173

distance 0.164

#4 · Laturcell 4810006117

distance 0.174 · cross-district

#5 · Parbhanicell 4890000065

distance 0.177

#6 · Laturcell 4810006090

distance 0.178 · cross-district

#7 · Nandedcell 4850003834

distance 0.186 · cross-district

#8 · Nandedcell 4850002158

distance 0.191 · cross-district

#9 · Parbhanicell 4890000068

distance 0.194

#10 · Laturcell 4810004410

distance 0.194 · cross-district

#11 · Parbhanicell 4890000483

distance 0.198

#12 · Laturcell 4810006115

distance 0.2 · cross-district

#13 · Parbhanicell 4890000115

distance 0.2

#14 · Parbhanicell 4890000543

distance 0.201

#15 · Laturcell 4810005866

distance 0.205 · cross-district

#16 · Parbhanicell 4890001617

distance 0.206

#17 · Laturcell 4810005966

distance 0.207 · cross-district

#18 · Laturcell 4810005847

distance 0.211 · 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":4890000214}}}'

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.