Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002002

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003211

distance 0.177

#2 · Punecell 4900002935

distance 0.233

#3 · Beedcell 4700002626

distance 0.237 · cross-district

#4 · Punecell 4900001995

distance 0.244

#5 · Punecell 4900008425

distance 0.246

#6 · Punecell 4900002479

distance 0.249

#7 · Ahmednagarcell 4660003595

distance 0.259 · cross-district

#8 · Akolacell 4670000855

distance 0.261 · cross-district

#9 · Dharashivcell 4880000085

distance 0.262 · cross-district

#10 · Nandedcell 4850003377

distance 0.263 · cross-district

#11 · Jalgaoncell 4780002583

distance 0.269 · cross-district

#12 · Punecell 4900001472

distance 0.27

#13 · Amravaticell 4680002375

distance 0.271 · cross-district

#14 · Akolacell 4670003934

distance 0.276 · cross-district

#15 · Nashikcell 4870003022

distance 0.286 · cross-district

#16 · Amravaticell 4680003345

distance 0.286 · cross-district

#17 · Solapurcell 4960005259

distance 0.287 · cross-district

#18 · Punecell 4900002152

distance 0.29

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":4900002002}}}'

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.