Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001394

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

0.91

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 4900010202

distance 0.246

#2 · Punecell 4900008845

distance 0.252

#3 · Punecell 4900003834

distance 0.256

#4 · Punecell 4900012151

distance 0.278

#5 · Punecell 4900010116

distance 0.288

#6 · Punecell 4900008622

distance 0.294

#7 · Punecell 4900001795

distance 0.298

#8 · Punecell 4900008074

distance 0.298

#9 · Punecell 4900001524

distance 0.3

#10 · Punecell 4900006518

distance 0.305

#11 · Sataracell 4940008949

distance 0.308 · cross-district

#12 · Punecell 4900009705

distance 0.312

#13 · Punecell 4900004246

distance 0.317

#14 · Punecell 4900010636

distance 0.32

#15 · Sataracell 4940007228

distance 0.322 · cross-district

#16 · Punecell 4900010210

distance 0.326

#17 · Punecell 4900012148

distance 0.329

#18 · Punecell 4900008303

distance 0.329

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":4900001394}}}'

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.