Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008472

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.379

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010248

distance 0.379

#2 · Punecell 4900010432

distance 0.442

#3 · Punecell 4900008223

distance 0.446

#4 · Punecell 4900011898

distance 0.447

#5 · Punecell 4900011447

distance 0.463

#6 · Punecell 4900010317

distance 0.497

#7 · Punecell 4900010597

distance 0.504

#8 · Punecell 4900009954

distance 0.512

#9 · Punecell 4900010907

distance 0.523

#10 · Punecell 4900008023

distance 0.532

#11 · Punecell 4900009537

distance 0.541

#12 · Punecell 4900008350

distance 0.556

#13 · Punecell 4900009652

distance 0.563

#14 · Punecell 4900008234

distance 0.589

#15 · Punecell 4900009336

distance 0.599

#16 · Punecell 4900011013

distance 0.6

#17 · Punecell 4900008456

distance 0.602

#18 · Punecell 4900009127

distance 0.612

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":4900008472}}}'

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.