Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006772

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003220

distance 0.212

#2 · Sataracell 4940003474

distance 0.216 · cross-district

#3 · Punecell 4900003229

distance 0.236

#4 · Punecell 4900001482

distance 0.238

#5 · Jalgaoncell 4780004017

distance 0.24 · cross-district

#6 · Ahmednagarcell 4660003137

distance 0.255 · cross-district

#7 · Jalgaoncell 4780006750

distance 0.26 · cross-district

#8 · Solapurcell 4960010388

distance 0.261 · cross-district

#9 · Solapurcell 4960003542

distance 0.262 · cross-district

#10 · Jalnacell 4790005863

distance 0.262 · cross-district

#11 · Solapurcell 4960005308

distance 0.266 · cross-district

#12 · Ahmednagarcell 4660014248

distance 0.267 · cross-district

#13 · Ahmednagarcell 4660011734

distance 0.267 · cross-district

#14 · Ahmednagarcell 4660001977

distance 0.269 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001118

distance 0.27 · cross-district

#16 · Jalnacell 4790001831

distance 0.271 · cross-district

#17 · Beedcell 4700003650

distance 0.273 · cross-district

#18 · Punecell 4900000389

distance 0.274

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":4900006772}}}'

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.