Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008097

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005578

distance 0.159 · cross-district

#2 · Sanglicell 4930006842

distance 0.198 · cross-district

#3 · Punecell 4900007397

distance 0.2

#4 · Ahmednagarcell 4660000516

distance 0.203 · cross-district

#5 · Sanglicell 4930006662

distance 0.209 · cross-district

#6 · Nashikcell 4870006752

distance 0.215 · cross-district

#7 · Ahmednagarcell 4660002712

distance 0.216 · cross-district

#8 · Solapurcell 4960002808

distance 0.222 · cross-district

#9 · Ahmednagarcell 4660003945

distance 0.227 · cross-district

#10 · Ahmednagarcell 4660003220

distance 0.227 · cross-district

#11 · Nashikcell 4870006743

distance 0.228 · cross-district

#12 · Nashikcell 4870006909

distance 0.229 · cross-district

#13 · Nashikcell 4870006604

distance 0.231 · cross-district

#14 · Beedcell 4700004533

distance 0.233 · cross-district

#15 · Punecell 4900002481

distance 0.234

#16 · Nashikcell 4870005876

distance 0.235 · cross-district

#17 · Punecell 4900007865

distance 0.235

#18 · Nashikcell 4870005571

distance 0.236 · 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":4900008097}}}'

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.