Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001087

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000616

distance 0.176

#2 · Punecell 4900001881

distance 0.205

#3 · Solapurcell 4960008582

distance 0.228 · cross-district

#4 · Punecell 4900002503

distance 0.232

#5 · Solapurcell 4960007017

distance 0.238 · cross-district

#6 · Punecell 4900004183

distance 0.238

#7 · Punecell 4900004043

distance 0.24

#8 · Punecell 4900001337

distance 0.241

#9 · Solapurcell 4960011895

distance 0.241 · cross-district

#10 · Punecell 4900002023

distance 0.243

#11 · Punecell 4900000232

distance 0.243

#12 · Solapurcell 4960006761

distance 0.243 · cross-district

#13 · Punecell 4900004166

distance 0.244

#14 · Punecell 4900000917

distance 0.246

#15 · Punecell 4900001077

distance 0.251

#16 · Punecell 4900001338

distance 0.252

#17 · Punecell 4900001882

distance 0.259

#18 · Punecell 4900000711

distance 0.26

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":4900001087}}}'

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.