Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002801

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011054

distance 0.168 · cross-district

#2 · Punecell 4900001490

distance 0.174

#3 · Punecell 4900003091

distance 0.227

#4 · Solapurcell 4960011371

distance 0.235 · cross-district

#5 · Sataracell 4940007294

distance 0.267 · cross-district

#6 · Sanglicell 4930004582

distance 0.274 · cross-district

#7 · Solapurcell 4960011738

distance 0.276 · cross-district

#8 · Beedcell 4700005246

distance 0.278 · cross-district

#9 · Ahmednagarcell 4660000011

distance 0.279 · cross-district

#10 · Jalgaoncell 4780007987

distance 0.291 · cross-district

#11 · Beedcell 4700002131

distance 0.292 · cross-district

#12 · Ahmednagarcell 4660001672

distance 0.292 · cross-district

#13 · Punecell 4900001906

distance 0.295

#14 · Ahmednagarcell 4660002785

distance 0.296 · cross-district

#15 · Solapurcell 4960010976

distance 0.3 · cross-district

#16 · Punecell 4900006296

distance 0.3

#17 · Beedcell 4700008472

distance 0.301 · cross-district

#18 · Nashikcell 4870010329

distance 0.301 · 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":4900002801}}}'

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.