Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000032

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

0.059

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000137

distance 0.059

#2 · Beedcell 4700001651

distance 0.071 · cross-district

#3 · Parbhanicell 4890000030

distance 0.088

#4 · Beedcell 4700002444

distance 0.096 · cross-district

#5 · Parbhanicell 4890000136

distance 0.097

#6 · Laturcell 4810005796

distance 0.101 · cross-district

#7 · Laturcell 4810006036

distance 0.101 · cross-district

#8 · Laturcell 4810005906

distance 0.106 · cross-district

#9 · Laturcell 4810005655

distance 0.107 · cross-district

#10 · Parbhanicell 4890000007

distance 0.108

#11 · Beedcell 4700001652

distance 0.109 · cross-district

#12 · Parbhanicell 4890000105

distance 0.109

#13 · Beedcell 4700002280

distance 0.11 · cross-district

#14 · Beedcell 4700001655

distance 0.112 · cross-district

#15 · Laturcell 4810006003

distance 0.113 · cross-district

#16 · Parbhanicell 4890000084

distance 0.116

#17 · Parbhanicell 4890000327

distance 0.116

#18 · Laturcell 4810005652

distance 0.118 · 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":4890000032}}}'

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.