Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008312

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008200

distance 0.117

#2 · Punecell 4900007507

distance 0.147

#3 · Nashikcell 4870006171

distance 0.176 · cross-district

#4 · Punecell 4900007638

distance 0.182

#5 · Nashikcell 4870001960

distance 0.186 · cross-district

#6 · Ahmednagarcell 4660003284

distance 0.191 · cross-district

#7 · Punecell 4900007756

distance 0.191

#8 · Nashikcell 4870005865

distance 0.192 · cross-district

#9 · Punecell 4900006418

distance 0.196

#10 · Nashikcell 4870005150

distance 0.199 · cross-district

#11 · Nashikcell 4870002640

distance 0.199 · cross-district

#12 · Solapurcell 4960000271

distance 0.204 · cross-district

#13 · Ahmednagarcell 4660007793

distance 0.205 · cross-district

#14 · Nashikcell 4870002300

distance 0.205 · cross-district

#15 · Nashikcell 4870006163

distance 0.206 · cross-district

#16 · Nashikcell 4870005874

distance 0.208 · cross-district

#17 · Solapurcell 4960012137

distance 0.208 · cross-district

#18 · Ahmednagarcell 4660000979

distance 0.21 · 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":4900008312}}}'

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.