Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001522

The MH-36 locality cells most similar to this Parbhani 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001444

distance 0.105

#2 · Parbhanicell 4890001523

distance 0.13

#3 · Parbhanicell 4890001303

distance 0.144

#4 · Parbhanicell 4890000421

distance 0.15

#5 · Parbhanicell 4890000599

distance 0.154

#6 · Parbhanicell 4890000580

distance 0.155

#7 · Parbhanicell 4890001374

distance 0.161

#8 · Parbhanicell 4890001518

distance 0.169

#9 · Parbhanicell 4890000500

distance 0.169

#10 · Ahmednagarcell 4660007987

distance 0.169 · cross-district

#11 · Parbhanicell 4890000546

distance 0.169

#12 · Parbhanicell 4890001307

distance 0.17

#13 · Parbhanicell 4890000819

distance 0.172

#14 · Parbhanicell 4890001375

distance 0.172

#15 · Beedcell 4700006319

distance 0.176 · cross-district

#16 · Ahmednagarcell 4660008625

distance 0.179 · cross-district

#17 · Parbhanicell 4890001448

distance 0.182

#18 · Parbhanicell 4890001242

distance 0.184

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":489,"cluster_id":4890001522}}}'

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.