Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004682

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005626

distance 0.154

#2 · Punecell 4900007245

distance 0.157

#3 · Punecell 4900003299

distance 0.17

#4 · Punecell 4900006880

distance 0.177

#5 · Punecell 4900001418

distance 0.182

#6 · Sataracell 4940007157

distance 0.185 · cross-district

#7 · Punecell 4900005767

distance 0.187

#8 · Punecell 4900003840

distance 0.191

#9 · Punecell 4900006508

distance 0.193

#10 · Beedcell 4700004153

distance 0.193 · cross-district

#11 · Punecell 4900006993

distance 0.193

#12 · Sataracell 4940008480

distance 0.193 · cross-district

#13 · Punecell 4900006757

distance 0.196

#14 · Punecell 4900005756

distance 0.199

#15 · Punecell 4900006392

distance 0.201

#16 · Punecell 4900006028

distance 0.202

#17 · Punecell 4900005630

distance 0.203

#18 · Punecell 4900006018

distance 0.204

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":4900004682}}}'

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.