Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007458

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006123

distance 0.298

#2 · Punecell 4900006960

distance 0.39

#3 · Punecell 4900005597

distance 0.395

#4 · Punecell 4900005988

distance 0.422

#5 · Punecell 4900007342

distance 0.422

#6 · Punecell 4900005989

distance 0.425

#7 · Punecell 4900005732

distance 0.459

#8 · Punecell 4900007461

distance 0.469

#9 · Punecell 4900005598

distance 0.513

#10 · Punecell 4900005993

distance 0.517

#11 · Punecell 4900005735

distance 0.519

#12 · Punecell 4900005729

distance 0.538

#13 · Punecell 4900007221

distance 0.548

#14 · Punecell 4900007459

distance 0.557

#15 · Punecell 4900006247

distance 0.56

#16 · Punecell 4900007212

distance 0.58

#17 · Punecell 4900006600

distance 0.582

#18 · Punecell 4900007581

distance 0.588

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":4900007458}}}'

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.