Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004664

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004225

distance 0.104

#2 · Parbhanicell 4890004564

distance 0.104

#3 · Parbhanicell 4890004110

distance 0.11

#4 · Jalnacell 4790001890

distance 0.112 · cross-district

#5 · Jalnacell 4790002989

distance 0.115 · cross-district

#6 · Parbhanicell 4890004894

distance 0.12

#7 · Akolacell 4670000553

distance 0.121 · cross-district

#8 · Jalnacell 4790003409

distance 0.122 · cross-district

#9 · Parbhanicell 4890005458

distance 0.122

#10 · Parbhanicell 4890004653

distance 0.123

#11 · Parbhanicell 4890004385

distance 0.125

#12 · Jalnacell 4790003239

distance 0.125 · cross-district

#13 · Jalnacell 4790003075

distance 0.126 · cross-district

#14 · Parbhanicell 4890003993

distance 0.126

#15 · Parbhanicell 4890003871

distance 0.128

#16 · Jalnacell 4790003071

distance 0.129 · cross-district

#17 · Parbhanicell 4890004652

distance 0.13

#18 · Parbhanicell 4890005065

distance 0.131

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":4890004664}}}'

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.