Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002797

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001898

distance 0.246

#2 · Solapurcell 4960011135

distance 0.253 · cross-district

#3 · Punecell 4900002651

distance 0.277

#4 · Punecell 4900002796

distance 0.284

#5 · Punecell 4900002798

distance 0.299

#6 · Solapurcell 4960011134

distance 0.299 · cross-district

#7 · Punecell 4900001625

distance 0.306

#8 · Ahmednagarcell 4660008374

distance 0.315 · cross-district

#9 · Solapurcell 4960010101

distance 0.322 · cross-district

#10 · Solapurcell 4960011738

distance 0.324 · cross-district

#11 · Punecell 4900002059

distance 0.338

#12 · Sanglicell 4930001818

distance 0.338 · cross-district

#13 · Nandedcell 4850004208

distance 0.342 · cross-district

#14 · Ahmednagarcell 4660002531

distance 0.344 · cross-district

#15 · Punecell 4900002814

distance 0.351

#16 · Beedcell 4700002294

distance 0.352 · cross-district

#17 · Chandrapurcell 4730000403

distance 0.354 · cross-district

#18 · Kolhapurcell 4800003750

distance 0.354 · 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":4900002797}}}'

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.