Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004975

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003327

distance 0.079 · cross-district

#2 · Jalnacell 4790003243

distance 0.087 · cross-district

#3 · Jalnacell 4790002651

distance 0.089 · cross-district

#4 · Parbhanicell 4890005282

distance 0.089

#5 · Parbhanicell 4890003625

distance 0.09

#6 · Parbhanicell 4890005103

distance 0.093

#7 · Jalnacell 4790004178

distance 0.094 · cross-district

#8 · Parbhanicell 4890004935

distance 0.094

#9 · Jalnacell 4790003930

distance 0.095 · cross-district

#10 · Jalnacell 4790002482

distance 0.096 · cross-district

#11 · Jalnacell 4790004103

distance 0.096 · cross-district

#12 · Parbhanicell 4890004976

distance 0.098

#13 · Jalnacell 4790004171

distance 0.098 · cross-district

#14 · Parbhanicell 4890003624

distance 0.099

#15 · Jalnacell 4790003750

distance 0.099 · cross-district

#16 · Parbhanicell 4890004338

distance 0.1

#17 · Jalnacell 4790003931

distance 0.102 · cross-district

#18 · Jalnacell 4790004104

distance 0.103 · 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":489,"cluster_id":4890004975}}}'

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.