Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000132

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001506

distance 0.143 · cross-district

#2 · Parbhanicell 4890000211

distance 0.154

#3 · Laturcell 4810005937

distance 0.158 · cross-district

#4 · Parbhanicell 4890000759

distance 0.164

#5 · Parbhanicell 4890000298

distance 0.167

#6 · Laturcell 4810005750

distance 0.169 · cross-district

#7 · Parbhanicell 4890000329

distance 0.17

#8 · Beedcell 4700001214

distance 0.17 · cross-district

#9 · Parbhanicell 4890000022

distance 0.173

#10 · Laturcell 4810006051

distance 0.18 · cross-district

#11 · Laturcell 4810005698

distance 0.181 · cross-district

#12 · Parbhanicell 4890000529

distance 0.182

#13 · Parbhanicell 4890000753

distance 0.187

#14 · Parbhanicell 4890000465

distance 0.19

#15 · Laturcell 4810005985

distance 0.191 · cross-district

#16 · Parbhanicell 4890000510

distance 0.193

#17 · Beedcell 4700002119

distance 0.197 · cross-district

#18 · Laturcell 4810005848

distance 0.198 · 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":4890000132}}}'

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.