Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002326

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002935

distance 0.22

#2 · Nashikcell 4870001858

distance 0.225 · cross-district

#3 · Punecell 4900003461

distance 0.236

#4 · Punecell 4900002018

distance 0.245

#5 · Nashikcell 4870006155

distance 0.245 · cross-district

#6 · Solapurcell 4960000663

distance 0.247 · cross-district

#7 · Nashikcell 4870006152

distance 0.249 · cross-district

#8 · Punecell 4900001995

distance 0.25

#9 · Nashikcell 4870006909

distance 0.251 · cross-district

#10 · Solapurcell 4960000471

distance 0.251 · cross-district

#11 · Punecell 4900003612

distance 0.254

#12 · Sanglicell 4930006162

distance 0.26 · cross-district

#13 · Sanglicell 4930005137

distance 0.261 · cross-district

#14 · Punecell 4900004452

distance 0.263

#15 · Nashikcell 4870001776

distance 0.263 · cross-district

#16 · Sanglicell 4930006663

distance 0.267 · cross-district

#17 · Sanglicell 4930006842

distance 0.273 · cross-district

#18 · Solapurcell 4960000109

distance 0.276 · cross-district

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":4900002326}}}'

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.