Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008539

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008540

distance 0.089

#2 · Punecell 4900008649

distance 0.108

#3 · Sanglicell 4930006656

distance 0.124 · cross-district

#4 · Punecell 4900008645

distance 0.132

#5 · Punecell 4900007982

distance 0.137

#6 · Punecell 4900005667

distance 0.143

#7 · Punecell 4900008313

distance 0.146

#8 · Punecell 4900007986

distance 0.156

#9 · Punecell 4900005677

distance 0.156

#10 · Punecell 4900007752

distance 0.157

#11 · Punecell 4900006412

distance 0.16

#12 · Punecell 4900004868

distance 0.162

#13 · Punecell 4900005411

distance 0.166

#14 · Punecell 4900008428

distance 0.168

#15 · Punecell 4900002485

distance 0.17

#16 · Punecell 4900008434

distance 0.173

#17 · Beedcell 4700003308

distance 0.174 · cross-district

#18 · Punecell 4900007871

distance 0.178

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":4900008539}}}'

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.