Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004989

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005924

distance 0.231

#2 · Punecell 4900005520

distance 0.292

#3 · Nashikcell 4870010978

distance 0.306 · cross-district

#4 · Sanglicell 4930002225

distance 0.308 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003018

distance 0.308 · cross-district

#6 · Ahmednagarcell 4660009241

distance 0.325 · cross-district

#7 · Punecell 4900005647

distance 0.336

#8 · Punecell 4900005899

distance 0.346

#9 · Dharashivcell 4880004352

distance 0.352 · cross-district

#10 · Sanglicell 4930006952

distance 0.353 · cross-district

#11 · Nashikcell 4870007046

distance 0.357 · cross-district

#12 · Punecell 4900001302

distance 0.36

#13 · Jalnacell 4790004132

distance 0.362 · cross-district

#14 · Sataracell 4940008013

distance 0.367 · cross-district

#15 · Nashikcell 4870003968

distance 0.37 · cross-district

#16 · Punecell 4900005777

distance 0.372

#17 · Jalgaoncell 4780003392

distance 0.39 · cross-district

#18 · Solapurcell 4960012407

distance 0.391 · 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":4900004989}}}'

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.