Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013134

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012988

distance 0.221

#2 · Punecell 4900013065

distance 0.222

#3 · Punecell 4900013025

distance 0.232

#4 · Ahmednagarcell 4660012709

distance 0.246 · cross-district

#5 · Punecell 4900012537

distance 0.267

#6 · Nashikcell 4870001901

distance 0.268 · cross-district

#7 · Ahmednagarcell 4660009161

distance 0.274 · cross-district

#8 · Nashikcell 4870001271

distance 0.276 · cross-district

#9 · Ahmednagarcell 4660012718

distance 0.28 · cross-district

#10 · Ahmednagarcell 4660008990

distance 0.285 · cross-district

#11 · Ahmednagarcell 4660012840

distance 0.286 · cross-district

#12 · Ahmednagarcell 4660013465

distance 0.286 · cross-district

#13 · Nashikcell 4870000342

distance 0.287 · cross-district

#14 · Punecell 4900013063

distance 0.289

#15 · Nashikcell 4870000993

distance 0.293 · cross-district

#16 · Ahmednagarcell 4660012710

distance 0.294 · cross-district

#17 · Ahmednagarcell 4660008489

distance 0.294 · cross-district

#18 · Ahmednagarcell 4660012711

distance 0.295 · 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":4900013134}}}'

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.