Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005261

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003211

distance 0.233

#2 · Jalgaoncell 4780006236

distance 0.238 · cross-district

#3 · Beedcell 4700006869

distance 0.243 · cross-district

#4 · Washimcell 4990003568

distance 0.263 · cross-district

#5 · Ahmednagarcell 4660003989

distance 0.266 · cross-district

#6 · Beedcell 4700005358

distance 0.271 · cross-district

#7 · Jalgaoncell 4780005836

distance 0.275 · cross-district

#8 · Jalgaoncell 4780005944

distance 0.276 · cross-district

#9 · Jalgaoncell 4780004383

distance 0.281 · cross-district

#10 · Dhulecell 4740004860

distance 0.289 · cross-district

#11 · Punecell 4900002002

distance 0.292

#12 · Nashikcell 4870007529

distance 0.292 · cross-district

#13 · Jalgaoncell 4780002583

distance 0.294 · cross-district

#14 · Beedcell 4700005632

distance 0.294 · cross-district

#15 · Sataracell 4940003468

distance 0.299 · cross-district

#16 · Jalgaoncell 4780006134

distance 0.299 · cross-district

#17 · Akolacell 4670003547

distance 0.3 · cross-district

#18 · Ahmednagarcell 4660011063

distance 0.303 · 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":4900005261}}}'

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.