Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001415

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000970

distance 0.087

#2 · Beedcell 4700006865

distance 0.088 · cross-district

#3 · Beedcell 4700006604

distance 0.09 · cross-district

#4 · Parbhanicell 4890001560

distance 0.094

#5 · Parbhanicell 4890000908

distance 0.103

#6 · Parbhanicell 4890000905

distance 0.103

#7 · Parbhanicell 4890000971

distance 0.109

#8 · Beedcell 4700006468

distance 0.112 · cross-district

#9 · Parbhanicell 4890001488

distance 0.115

#10 · Parbhanicell 4890001029

distance 0.115

#11 · Parbhanicell 4890004652

distance 0.116

#12 · Parbhanicell 4890004385

distance 0.117

#13 · Parbhanicell 4890000730

distance 0.117

#14 · Beedcell 4700007143

distance 0.118 · cross-district

#15 · Beedcell 4700006981

distance 0.119 · cross-district

#16 · Parbhanicell 4890004840

distance 0.121

#17 · Parbhanicell 4890004008

distance 0.123

#18 · Parbhanicell 4890001089

distance 0.124

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":4890001415}}}'

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.