Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005172

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005237

distance 0.092

#2 · Hingolicell 4770002272

distance 0.13 · cross-district

#3 · Hingolicell 4770002081

distance 0.15 · cross-district

#4 · Parbhanicell 4890005346

distance 0.161

#5 · Parbhanicell 4890005136

distance 0.166

#6 · Parbhanicell 4890005130

distance 0.166

#7 · Parbhanicell 4890004963

distance 0.168

#8 · Parbhanicell 4890005205

distance 0.168

#9 · Parbhanicell 4890005256

distance 0.178

#10 · Parbhanicell 4890005162

distance 0.178

#11 · Hingolicell 4770002208

distance 0.18 · cross-district

#12 · Parbhanicell 4890005326

distance 0.181

#13 · Hingolicell 4770002082

distance 0.185 · cross-district

#14 · Parbhanicell 4890004863

distance 0.192

#15 · Parbhanicell 4890005118

distance 0.193

#16 · Hingolicell 4770003321

distance 0.193 · cross-district

#17 · Parbhanicell 4890005235

distance 0.195

#18 · Jalnacell 4790006639

distance 0.196 · 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":4890005172}}}'

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.