Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005664

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001310

distance 0.244

#2 · Punecell 4900001306

distance 0.264

#3 · Chhatrapati Sambhajinagarcell 4690001612

distance 0.272 · cross-district

#4 · Buldhanacell 4720003495

distance 0.278 · cross-district

#5 · Nashikcell 4870006001

distance 0.279 · cross-district

#6 · Punecell 4900003492

distance 0.279

#7 · Ahmednagarcell 4660011830

distance 0.283 · cross-district

#8 · Ahmednagarcell 4660003024

distance 0.286 · cross-district

#9 · Punecell 4900005008

distance 0.287

#10 · Sataracell 4940008022

distance 0.292 · cross-district

#11 · Jalnacell 4790005669

distance 0.293 · cross-district

#12 · Punecell 4900000928

distance 0.295

#13 · Ahmednagarcell 4660007640

distance 0.298 · cross-district

#14 · Sanglicell 4930004532

distance 0.299 · cross-district

#15 · Solapurcell 4960005395

distance 0.308 · cross-district

#16 · Punecell 4900000799

distance 0.309

#17 · Punecell 4900012420

distance 0.31

#18 · Solapurcell 4960012351

distance 0.311 · 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":4900005664}}}'

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.