Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006477

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.39

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005984

distance 0.39

#2 · Punecell 4900005596

distance 0.492

#3 · Punecell 4900006960

distance 0.523

#4 · Punecell 4900006358

distance 0.526

#5 · Punecell 4900005992

distance 0.532

#6 · Punecell 4900006124

distance 0.547

#7 · Punecell 4900007342

distance 0.576

#8 · Punecell 4900006480

distance 0.582

#9 · Punecell 4900006238

distance 0.586

#10 · Punecell 4900006362

distance 0.587

#11 · Sataracell 4940007543

distance 0.588 · cross-district

#12 · Punecell 4900005989

distance 0.591

#13 · Punecell 4900005732

distance 0.601

#14 · Nashikcell 4870002513

distance 0.603 · cross-district

#15 · Punecell 4900005990

distance 0.604

#16 · Punecell 4900006961

distance 0.606

#17 · Nashikcell 4870001468

distance 0.617 · cross-district

#18 · Nashikcell 4870002714

distance 0.623 · 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":4900006477}}}'

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.