Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005905

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005778

distance 0.219

#2 · Sataracell 4940008117

distance 0.246 · cross-district

#3 · Ahmednagarcell 4660003740

distance 0.252 · cross-district

#4 · Punecell 4900004839

distance 0.252

#5 · Akolacell 4670001910

distance 0.272 · cross-district

#6 · Punecell 4900004448

distance 0.273

#7 · Punecell 4900006285

distance 0.274

#8 · Ahmednagarcell 4660011578

distance 0.281 · cross-district

#9 · Punecell 4900001280

distance 0.284

#10 · Sataracell 4940008304

distance 0.285 · cross-district

#11 · Punecell 4900003435

distance 0.288

#12 · Laturcell 4810003662

distance 0.29 · cross-district

#13 · Punecell 4900004314

distance 0.29

#14 · Amravaticell 4680003786

distance 0.294 · cross-district

#15 · Punecell 4900006283

distance 0.294

#16 · Ahmednagarcell 4660007353

distance 0.297 · cross-district

#17 · Punecell 4900002502

distance 0.299

#18 · Solapurcell 4960007788

distance 0.3 · 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":4900005905}}}'

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.