Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012968

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012446

distance 0.273

#2 · Punecell 4900013263

distance 0.291

#3 · Punecell 4900013195

distance 0.343

#4 · Punecell 4900012863

distance 0.356

#5 · Punecell 4900013011

distance 0.376

#6 · Punecell 4900012794

distance 0.377

#7 · Thanecell 4970001862

distance 0.379 · cross-district

#8 · Punecell 4900012922

distance 0.381

#9 · Punecell 4900012516

distance 0.381

#10 · Punecell 4900000987

distance 0.382

#11 · Thanecell 4970001861

distance 0.385 · cross-district

#12 · Punecell 4900013080

distance 0.386

#13 · Punecell 4900013225

distance 0.386

#14 · Punecell 4900012800

distance 0.392

#15 · Punecell 4900012864

distance 0.392

#16 · Punecell 4900012441

distance 0.398

#17 · Sataracell 4940004934

distance 0.398 · cross-district

#18 · Punecell 4900012374

distance 0.399

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":4900012968}}}'

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.