Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005028

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

0.057

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005164

distance 0.057

#2 · Punecell 4900005029

distance 0.07

#3 · Punecell 4900004745

distance 0.072

#4 · Punecell 4900006322

distance 0.078

#5 · Punecell 4900006311

distance 0.1

#6 · Punecell 4900005291

distance 0.105

#7 · Punecell 4900005684

distance 0.115

#8 · Punecell 4900005287

distance 0.12

#9 · Punecell 4900005030

distance 0.127

#10 · Punecell 4900006310

distance 0.129

#11 · Punecell 4900005429

distance 0.131

#12 · Punecell 4900005166

distance 0.134

#13 · Punecell 4900006440

distance 0.144

#14 · Punecell 4900005956

distance 0.145

#15 · Punecell 4900007293

distance 0.145

#16 · Punecell 4900005953

distance 0.15

#17 · Punecell 4900007532

distance 0.154

#18 · Punecell 4900003636

distance 0.154

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":4900005028}}}'

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.