Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005633

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005238

distance 0.109

#2 · Punecell 4900005504

distance 0.137

#3 · Punecell 4900005507

distance 0.142

#4 · Punecell 4900005378

distance 0.162

#5 · Punecell 4900005376

distance 0.162

#6 · Punecell 4900005239

distance 0.174

#7 · Punecell 4900004690

distance 0.181

#8 · Punecell 4900005636

distance 0.182

#9 · Punecell 4900001964

distance 0.182

#10 · Punecell 4900001971

distance 0.193

#11 · Punecell 4900001674

distance 0.199

#12 · Punecell 4900001970

distance 0.201

#13 · Sataracell 4940008717

distance 0.202 · cross-district

#14 · Punecell 4900007743

distance 0.203

#15 · Sataracell 4940008648

distance 0.204 · cross-district

#16 · Punecell 4900005372

distance 0.207

#17 · Punecell 4900001147

distance 0.207

#18 · Punecell 4900004828

distance 0.208

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":4900005633}}}'

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.