Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004753

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003333

distance 0.115 · cross-district

#2 · Parbhanicell 4890004377

distance 0.137

#3 · Parbhanicell 4890005456

distance 0.141

#4 · Parbhanicell 4890004798

distance 0.148

#5 · Jalnacell 4790003326

distance 0.155 · cross-district

#6 · Parbhanicell 4890004987

distance 0.159

#7 · Jalnacell 4790003237

distance 0.166 · cross-district

#8 · Parbhanicell 4890004845

distance 0.171

#9 · Parbhanicell 4890005034

distance 0.172

#10 · Parbhanicell 4890003618

distance 0.173

#11 · Jalnacell 4790003238

distance 0.173 · cross-district

#12 · Parbhanicell 4890004883

distance 0.18

#13 · Parbhanicell 4890004378

distance 0.181

#14 · Buldhanacell 4720005031

distance 0.181 · cross-district

#15 · Parbhanicell 4890004989

distance 0.182

#16 · Hingolicell 4770003582

distance 0.182 · cross-district

#17 · Solapurcell 4960002306

distance 0.183 · cross-district

#18 · Parbhanicell 4890004938

distance 0.184

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":4890004753}}}'

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.