Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009928

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010035

distance 0.127

#2 · Punecell 4900010303

distance 0.129

#3 · Punecell 4900008118

distance 0.132

#4 · Punecell 4900010830

distance 0.15

#5 · Punecell 4900010307

distance 0.15

#6 · Punecell 4900009823

distance 0.16

#7 · Punecell 4900010221

distance 0.164

#8 · Punecell 4900012159

distance 0.168

#9 · Punecell 4900012158

distance 0.173

#10 · Punecell 4900009626

distance 0.173

#11 · Punecell 4900011140

distance 0.175

#12 · Punecell 4900008008

distance 0.175

#13 · Punecell 4900010028

distance 0.189

#14 · Punecell 4900010392

distance 0.19

#15 · Punecell 4900010304

distance 0.197

#16 · Punecell 4900009622

distance 0.202

#17 · Punecell 4900011755

distance 0.202

#18 · Punecell 4900012095

distance 0.206

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":4900009928}}}'

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.