Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005191

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005190

distance 0.108

#2 · Parbhanicell 4890005156

distance 0.126

#3 · Parbhanicell 4890005161

distance 0.128

#4 · Hingolicell 4770003321

distance 0.14 · cross-district

#5 · Parbhanicell 4890005120

distance 0.142

#6 · Parbhanicell 4890005285

distance 0.151

#7 · Parbhanicell 4890005119

distance 0.151

#8 · Parbhanicell 4890005118

distance 0.154

#9 · Parbhanicell 4890005198

distance 0.158

#10 · Parbhanicell 4890005257

distance 0.159

#11 · Parbhanicell 4890005195

distance 0.159

#12 · Parbhanicell 4890005157

distance 0.167

#13 · Hingolicell 4770003380

distance 0.171 · cross-district

#14 · Hingolicell 4770002345

distance 0.173 · cross-district

#15 · Hingolicell 4770003067

distance 0.189 · cross-district

#16 · Parbhanicell 4890005194

distance 0.19

#17 · Parbhanicell 4890005265

distance 0.19

#18 · Parbhanicell 4890005199

distance 0.191

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":4890005191}}}'

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.