Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004976

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004103

distance 0.058 · cross-district

#2 · Parbhanicell 4890005337

distance 0.06

#3 · Jalnacell 4790003750

distance 0.069 · cross-district

#4 · Jalnacell 4790002735

distance 0.085 · cross-district

#5 · Jalnacell 4790003844

distance 0.093 · cross-district

#6 · Jalnacell 4790003414

distance 0.095 · cross-district

#7 · Parbhanicell 4890004338

distance 0.096

#8 · Parbhanicell 4890005355

distance 0.096

#9 · Jalnacell 4790003243

distance 0.098 · cross-district

#10 · Parbhanicell 4890004975

distance 0.098

#11 · Jalnacell 4790002651

distance 0.102 · cross-district

#12 · Parbhanicell 4890004230

distance 0.103

#13 · Jalnacell 4790002236

distance 0.105 · cross-district

#14 · Parbhanicell 4890005282

distance 0.105

#15 · Parbhanicell 4890004330

distance 0.105

#16 · Parbhanicell 4890003624

distance 0.105

#17 · Jalnacell 4790003332

distance 0.107 · cross-district

#18 · Buldhanacell 4720004507

distance 0.108 · 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":4890004976}}}'

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.