Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007633

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007268

distance 0.108

#2 · Punecell 4900007393

distance 0.124

#3 · Punecell 4900007749

distance 0.138

#4 · Punecell 4900005541

distance 0.139

#5 · Punecell 4900007867

distance 0.143

#6 · Punecell 4900008755

distance 0.147

#7 · Punecell 4900008760

distance 0.148

#8 · Punecell 4900004867

distance 0.152

#9 · Punecell 4900007273

distance 0.154

#10 · Punecell 4900007017

distance 0.155

#11 · Punecell 4900007023

distance 0.158

#12 · Nashikcell 4870005576

distance 0.158 · cross-district

#13 · Punecell 4900008983

distance 0.159

#14 · Beedcell 4700003142

distance 0.162 · cross-district

#15 · Punecell 4900004715

distance 0.163

#16 · Sanglicell 4930006092

distance 0.165 · cross-district

#17 · Beedcell 4700002446

distance 0.165 · cross-district

#18 · Punecell 4900006059

distance 0.168

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":4900007633}}}'

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.