Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012650

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.426

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006308

distance 0.426

#2 · Thanecell 4970000569

distance 0.432 · cross-district

#3 · Raigadcell 4910005808

distance 0.458 · cross-district

#4 · Punecell 4900005283

distance 0.463

#5 · Punecell 4900005150

distance 0.473

#6 · Punecell 4900012504

distance 0.486

#7 · Punecell 4900010214

distance 0.49

#8 · Punecell 4900012577

distance 0.496

#9 · Punecell 4900012720

distance 0.499

#10 · Punecell 4900012087

distance 0.512

#11 · Thanecell 4970000568

distance 0.516 · cross-district

#12 · Punecell 4900009821

distance 0.526

#13 · Punecell 4900011817

distance 0.531

#14 · Punecell 4900012019

distance 0.534

#15 · Punecell 4900011686

distance 0.537

#16 · Punecell 4900011622

distance 0.54

#17 · Punecell 4900010648

distance 0.541

#18 · Punecell 4900011141

distance 0.542

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":4900012650}}}'

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.