Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007789

The MH-36 locality cells most similar to this Pune 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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010332

distance 0.165

#2 · Punecell 4900010251

distance 0.181

#3 · Punecell 4900010334

distance 0.184

#4 · Punecell 4900010061

distance 0.184

#5 · Punecell 4900010159

distance 0.188

#6 · Punecell 4900010057

distance 0.189

#7 · Punecell 4900010333

distance 0.198

#8 · Punecell 4900010244

distance 0.201

#9 · Punecell 4900009661

distance 0.202

#10 · Punecell 4900008582

distance 0.208

#11 · Punecell 4900009551

distance 0.21

#12 · Punecell 4900010060

distance 0.22

#13 · Punecell 4900009545

distance 0.224

#14 · Punecell 4900008918

distance 0.228

#15 · Punecell 4900009955

distance 0.231

#16 · Punecell 4900009959

distance 0.232

#17 · Punecell 4900010062

distance 0.236

#18 · Punecell 4900009956

distance 0.239

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":490,"cluster_id":4900007789}}}'

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.